Voice Responsive In-Wall Device

[0001] The present application is based on and claims priority to U.S. Provisional App. No. 62/608,107, titled “Voice Responsive In-Wall Device,” having a filing date of Dec. 20, 2017, which is incorporated by reference herein. The present application is also based on and claims priority to U.S. Provisional App. No. 62/640,274, titled “Voice Responsive In-Wall Device,” having a filing date of Mar. 8, 2018. In addition, the present application is based on and claims priority to U.S. Provisional App. No. 62/673,229, titled “Voice Responsive In-Wall Device,” having a filing date of May 18, 2018.

[0002] The present disclosure relates generally to in-wall devices, such as power switch devices.

[0003] In-wall devices can include devices that can be mounted on or at least partially disposed in a wall or other surface (e.g., in a wall mounted electrical box). Example in-wall devices can include power switches used to control various powered devices, such as electronics, light sources, appliances, power outlets, and other devices. Power switches can control power delivered to a load, for instance, by interrupting a conductor delivering power to a load. Example power switches can include, for instance, single or multiple on/off toggle switches, paddle or rocker switches, single or multiple pole dimmer switches, power outlets, etc.

[0004] With the advance of Internet of Things (IoT) technology, power switches and other in-wall devices can communicate with other electronic devices over one or more communication links. For instance, power switches can be capable of communicating using communication technologies, such as Bluetooth low energy, Bluetooth mesh networking, near-field communication, Wi-Fi, Zigbee, Ethernet, etc.

[0005] Aspects and advantages of embodiments of the present disclosure will be set forth in part in the following description, or may be learned from the description, or may be learned through practice of the embodiments.

[0006] One example aspect of the present disclosure is directed to a power switch for controlling a powered load. The power switch can include a housing mountable on or at least partially within a surface. The housing can have a front panel. The power switch can include an interface element disposed on the front panel and operable to receive a user input. The power switch can include a power interrupter operable to control power delivery to the powered load based at least in part on interaction with the interface element. The power switch can include one or more microphones operable to obtain audio input. The power switch can include a speaker configured to provide audio output. The power switch can include a communications interface operable to communicate data associated with the audio input over a communication link.

[0007] Another example aspect of the present disclosure is directed to a method for processing audio data received at a power switch. The method includes obtaining, by one or more microphones in a power switch, audio data in a passive mode. The method includes processing, by one or more processors in the power switch, the audio data to identify a trigger condition. The method includes determining, by the one or more processors in the power switch, the trigger condition corresponds to an out of band condition. The method includes operating, by the one or more processors, in a response mode in response to determining the trigger condition corresponds to the out of band condition. The method includes implementing, by the power switch, at least one control action in the response mode.

[0008] Yet another aspect of the present disclosure is directed to a power switch for controlling a powered load. The power switch includes a housing mountable on or at least partially within a surface. The housing can have a front panel. The power switch can include a rocker button or switch disposed on the front panel. The rocker button can be operable to receive a user input. The power switch can include a first button and a second button. The first button can be disposed in a vertical direction below the interface element. The second button can be disposed in a vertical direction below the interface element. The power switch can include a first microphone and a second microphone. The first microphone can be disposed in the first button. The second microphone can be disposed in the second button. The power switch can include a speaker disposed behind the interface element. The power switch can include a power interrupter operable to control power delivery to the powered load based at least in part on interaction with the rocker button. The power switch can include a communications interface operable to communicate data associated with audio input over a communication link.

[0009] These and other features, aspects and advantages of various embodiments will become better understood with reference to the following description and appended claims. The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the present disclosure and, together with the description, serve to explain the related principles.

[0027] Reference now will be made in detail to embodiments, one or more examples of which are illustrated in the drawings. Each example is provided by way of explanation of the embodiments, not limitation of the present disclosure. In fact, it will be apparent to those skilled in the art that various modifications and variations can be made to the embodiments without departing from the scope or spirit of the present disclosure. For instance, features illustrated or described as part of one embodiment can be used with another embodiment to yield a still further embodiment. Thus, it is intended that aspects of the present disclosure cover such modifications and variations.

[0028] Example aspects of the present disclosure are directed to in-wall devices for controlling and/or powering one or more other devices, such as electrical loads. In some embodiments, the in-wall device can be a power switch, such as a single or multiple on/off toggle switch, paddle or rocker button, single or multiple pole dimmer switch, power outlet, or other device capable of controlling power delivery to one or more powered loads. For instance, the power switch can be configured to interrupt electrical power delivery to one or more loads by interrupting or controlling power to a conductor delivering electrical power to the load.

[0029] Embodiments of the present disclosure will be discussed with reference to a power switch for purposes of illustration and discussion. Those of ordinary skill in the art, using the disclosures provided herein, will understand that aspects of the present disclosure are applicable in other in-wall devices. As used herein, an “in-wall device” is an electrical or electronic device that can be mounted on and/or in a wall or other surface, such as a panel, ceiling, floor, or other surface. In some embodiments, an in-wall device can be mounted in an electrical box that is secured on and/or in a wall or other surface.

[0030] It should be appreciated that the in-wall device can be mounted in any suitable type of electrical box. For example, in some implementations, the in-wall device can be mounted in a single gang electrical box. As another example, the in-wall device can be mounted in a double gang electrical box. As yet another example, the in-wall device can be mounted in a triple gang electrical box.

[0031] The power switch can be a “smart” device. For instance, the power switch can include one or more processors and one or memory devices. The one or more processors can execute computer-readable instructions stored in the one or more memory devices to provide desired functionality. Example functionality can include communicating with other devices over one or more communication links. For instance, the power switch can communicate with an electrical load (e.g., a lighting fixture, ceiling fan, appliance, electronic device, electrical outlet, home device, etc.) to control operation of the electrical load. The power switch can communicate with one or more other computing devices (e.g., servers, cloud computing devices, user devices such as smartphones, tablets, wearable devices, etc.) to receive data, access processing resources, store data, receive user input or controls, access models, access services (e.g., digital audio assistant services), receive software updates or other updates, etc.

[0032] Example communication technologies and/or protocols can include, for instance, Bluetooth low energy, Bluetooth mesh networking, near-field communication, Thread, TLS (Transport Layer Security), Wi-Fi (e.g., IEEE, 802.11), Wi-Fi Direct (for peer-to-peer communication), Z-Wave, Zigbee, HaLow, cellular communication, LTE, low-power wide area networking, VSAT, Ethernet, MoCA (Multimedia over Coax Alliance), PLC (Power-line communication), DLT (digital line transmission), etc. Other suitable communication technologies and/or protocols can be used without deviating from the scope of the present disclosure.

[0033] According to example embodiments of the present disclosure, the power switch can be capable of performing one or more actions based at least in part on audio data (e.g., voice commands) received at the power switch. For instance, the power switch can include at least one microphone configured to obtain an audio input. The audio input can be, for instance, a voice command received from a user. Responsive to the audio input, the power switch can be configured to take one or more actions. For instance, one or more processors located in the power switch can perform audio processing on the audio input to recognize voice commands and control the power switch to take one or more actions. In addition and/or in the alternative, the audio input can be communicated to one or more other devices (e.g., cloud computing devices) for audio processing to recognize voice commands.

[0034] In some embodiments, responsive to the audio input, the power switch can be configured to take actions associated with controlling and/or providing power to one or more devices powered by the in-wall device. As an example, a power switch can be configured to control power delivery or otherwise provide control signals to a powered device, such as one or more lighting fixtures, appliances, electronic devices, user devices, etc., in response to audio commands received as audio input at the power switch.

[0035] In some embodiments, the audio input can be used to take actions ancillary to operation of the power switch or loads powered by the power switch. For instance, the audio input can be communicated to one or more devices for implementation of a digital audio assistant service. The digital audio assistant service can process the audio input to identify one or more voice commands and take action responsive to the search commands. As an example, the digital audio assistance can access search results, conduct online shopping, play music, set appointments/reminders, perform tasks, control networked devices, etc.

[0036] In some embodiments, the audio input can be processed (e.g., using classifier models, such as machine learned models) to recognize certain sounds. For instance, the audio input can be processed to recognize sounds associated with, for instance, a smoke alarm, an environmental sensor alarm, breaking glass, etc. The power switch can be configured to take appropriate action in response to the sound. For instance, the power switch can provide an audio output alerting a user of a hazard condition. The power switch can communicate data associated with the hazard condition to a monitoring service and/or to a user so that an appropriate response can be implemented. The power switch can control one or more powered loads in response to a hazard condition, such as illuminating a space, turning power off to one or more appliances, etc.

[0037] The power switch can include an audio output device (e.g., a speaker) for providing audio output responsive to the audio input. In some embodiments, the audio output device can be a 20 millimeter (mm) speaker. The audio output can be a response to one or more audio commands received as audio input by one or more microphones located on the in-wall device. The audio output device can also be used, for instance, to play music or to play sounds associated with a connected media device (e.g., a television).

[0038] In some embodiments, a user can interface with a power switch via a user device connected to the power switch via a communication link. For instance, a user can access an application implemented on a user device (e.g., a smartphone, tablet, laptop, wearable device, display with one or more processors, etc.). The application can present a graphical user interface or other user interface (e.g., audio interface) to a user. A user can interact with the graphical user interface to control settings and/or operation of the power switch. Signals associated with the user interaction can be communicated to the power switch, for instance, over a network to control and/or adjust settings of the power switch. In addition, and/or in the alternative, data collected by the power switch (e.g., one or more sensors, power meters, etc., associated with the power switch) can be communicated to the user device for presentation to the user.

[0039] In some example embodiments, the power switch can include a housing mountable on or at least partially within a surface, such as a wall, panel, ceiling, floor, or other surface. The housing can include a front panel. At least a portion of the front panel can be visible to a user when the power switch is installed on the surface.

[0040] The power switch can include an interface element disposed on the front panel. The interface element can be operable to receive a user input to control operability of the power switch. For instance, in some embodiments, the interface element can be a rocker button or switch. When the rocker button is depressed in a first direction, the power switch can be controlled to deliver power to a powered load. When the rocker button is depressed in a second direction, the power switch can be controlled to turn off power to the powered load. In this way, a user can interact with the interface element to control power delivery to one or more powered loads. Other suitable interface elements can be used without deviating from the scope of the present disclosure, such as toggle switches, dimmer knobs, sliders, touch screens, touch pads, etc.

[0041] The power switch can include a power interrupter operable to control power delivery to the powered load based at least in part on user interaction with the interface element. The power interrupter can be any suitable device configured to interrupt and/or un-interrupt power to a powered load. For instance, in some embodiments, the power interrupter can be a thyristor (e.g., TRIAC device), semiconductor switching element (e.g., transistor), relay, contactor, etc., that is controlled to provide power or to not provide power to a powered load. The power interrupter can be controlled based at least in part on user interaction with the interface element. The power interrupter can also be controlled based on signals received at the power switch over, for instance, a communications interface (e.g., in response to signals received over a network from a user device such as a smartphone, tablet, wearable device, laptop, or other device).

[0042] The power switch can include one or more microphones configured to obtain an audio input. For instance, the power switch can include a first microphone and a second microphone. The power switch can include an audio output device, such as a speaker. The first microphone, second microphone, and speaker can be arranged in the power switch to provide enhanced audio performance of the power switch.

[0043] For instance, in some embodiments, the front panel of the power switch can include a front panel having a rocker button. The speaker can be located behind the rocker button. Locating the speaker behind the rocker button can allow for sound emanating from the speaker to be amplified, reducing the need for a large speaker. In this way, a smaller speaker can be used while maintaining a loud, full sound typically available from larger speakers. A sound gap can be incorporated around the sides of the rocker button to allow sound to escape from the power switch while hiding the appearance of the speaker from the front of the power switch.

[0044] The front panel can further include a first button and a second button located beneath the rocker button in a vertical direction. In some embodiments, a Fresnel lens can be disposed between the first button and the second button. The first button can be used, for instance, to pair the power switch with one or more powered loads over a communication link (e.g., Bluetooth low energy, etc.). The second button can be used as an airgap switch. One or more sensors (e.g., a passive infrared sensor, ambient light sensor, etc.) can be located behind the Fresnel lens.

[0045] The first microphone can be disposed in the first switch. The second microphone can be disposed in the second switch. In this way, the positioning of the first microphone and the second microphone can be used, for instance, for beam sweeping to determine the originating location of sounds in a space. Moreover, the location of the first microphone and the second microphone can be positioned away from the speaker so that there is less sound from the speaker projected into the microphones. More particularly, the first microphone and the second microphone can be located in the bottom left-hand and right-hand corners of the power switch, respectively, creating a large separation from the speaker located near the top of the power switch. This can provide for efficient operation of audio echo cancellation using the microphones. In some embodiments, a sound deflector can be positioned relative to the speaker to deflect sound away from the microphones to increase performance (e.g., to increase the capability for audio cancellation).

[0046] In some embodiments, the power switch can include one or more indicators, such as a light ring and/or a light bar. For instance, the power switch can include a ring of light emitting diodes (LEDs) or other light sources positioned behind a rocker button. The rocker button can be made from a plastic material that acts as a light pipe and a light diffuser for light emitted from the ring of LEDs so that a light ring is depicted on the rocker button.

[0047] In some embodiments, the light ring can be controlled in response to various actions, such as responsive to voice commands. For instance, in some embodiments, the light ring can be controlled to be displayed in response to a voice command received via the one or more microphones. Once the voice command is completed, the light ring can be turned off or no longer illuminated. In some embodiments, various different animation sequences can be displayed in response to detection of different voice commands or other user input. For instance, a circular animation configured to mimic a spinning circle can be displayed in response to detection of a voice command.

[0048] In some embodiments, a night light (e.g., a light bar) can be disposed on the front of the rocker button. The night light can provide ambient lighting at night, allowing a user to easily locate the power switch in the dark. The color and/or brightness of the night light can be specified as part of settings associated with the power switch (e.g., via an application implemented on a user device). In some embodiments, the night light can be disposed in the center of the light ring.

[0049] The power switch can have various other features to enhance the functionality of the device. For instance, in some embodiments, the power switch can have power metering incorporated into the power switch. Power metering can be implemented, for instance, by measuring voltage and/or current flowing through a load wire passing through the power switch. Current can be measured, for instance, using a sense resistor. Voltage can be measured using, for instance, a voltage divider. Power flowing through the load wire can be computed (e.g., using one or more processors located on the power switch and/or remote from the power switch) based on the measured current and voltage.

[0050] The information obtained from the power metering can be used for a variety of purposes. For example, in some embodiments, data indicative of power consumption can be communicated to a user device (e.g., over a network) to provide feedback (e.g., real-time feedback) of power consumption by one or more powered loads powered by the power switch to the user. As another example, in some embodiments, the power switch and/or a device in communication with the power switch can process data indicative of power consumption to detect when power delivered to a powered load exceeds a power rating associated with the powered load. The power switch can be configured to automatically reduce power delivered to the powered load to a safe level. In addition, an alert can be communicated to a user.

[0051] As used herein, an “alert” provided by the power switch can be an audio alert, visual alert, electronic data communication, display on a user interface associated with a device in communication with the power switch, etc. For instance, an audio alert can be provided via the speaker in the power switch. A visual alert can be provided via one or more indicators (e.g., light ring, night light, etc.). A visual alert can also be provided by controlling one or more lighting devices powered by the power switch. An alert can be provided by communicating data from the power switch to another device over a communication link. For instance, data associated with an alert can be communicated to a user device. The user device can then provide an audio alert, visual alert (e.g., via a graphical user interface), haptic alert, etc.

[0052] In some embodiments, the power switch can include a near field communication (NFC) tag. The NFC tag can allow for pairing of the power switch with another device (e.g., a user device) for communication without the need, for instance, for a pairing code. The NFC tag can be located, for instance, behind the rocker button allowing it to be positioned at the front of the power switch. This can allow for the NFC tag to be interfaced with by a NFC compatible user device.

[0053] In some embodiments, the power switch can include an ambient light sensor. Signals from the ambient light sensor can be used, for instance, to implement control actions (e.g., control of power delivery to one or more powered loads) based on the ambient lighting in a space. In some embodiments, the ambient light sensor can be located, for instance, behind a Fresnel lens.

[0054] In some embodiments, the power switch can include a passive infrared (PIR) sensor. The PIR sensor can be located, for instance, behind a Fresnel lens disposed on the front of the power switch. The PIR sensor can be used, for instance, to detect motion in vertical and/or horizontal directions. This can be used for gesture based control of the power switch.

[0055] In some embodiments, gesture control can allow a user to operate the power switch without having to physically touch the power switch. As an example, a user can turn the power switch on to deliver power to a powered load by moving their hand from the bottom of the power switch in a vertical direction toward the top of the powered switch. The user can turn the power switch off to interrupt power to a powered load by moving their hand from the top of the power switch in a vertical direction toward the bottom of the powered switch. Dimming of the powered switch can be accomplished, for instance, by spinning fingers in a clockwise or counterclockwise direction in front of the power switch. Other suitable non-touch gestures can be used without deviating from the scope of the present disclosure.

[0056] With reference now to the FIGS., example embodiments of the present disclosure will now be set forth. FIGS. 1-3 depict an example power switch 100 according to example embodiments of the present disclosure. FIG. 1 depicts a perspective view of the power switch 100. FIG. 2 depicts a front view of the power switch 100. FIG. 3 depicts an exploded view of the power switch 100.

[0057] The power switch 100 can be an in-wall device mountable on or at least partially within a surface, such as a wall, floor, panel, ceiling, or other surface. The power switch 100 includes a housing 102. The housing 102 houses and/or includes one or more components of the power switch 100. The housing 102 can include a front panel 105 and a frame 106. The front panel 105 can be a visible portion of the power switch 100 when installed on or at least partially within a surface. The frame 106 can house various components of the power switch 100, such as one or more circuit boards 150, 160 having electronic components associated with the power switch 100.

[0058] One or more of the circuit boards 150 and 160 can include various electronic components associated with the power switch 100, such as one or more processors, one or more memory devices, one or more circuits for wireless communication, and other components. Example electronic components associated with the power switch 100 will be discussed with reference to FIG. 10.

[0059] Referring still to FIGS. 1-3, the power switch 100 can receive conductors 202, 204, and 206 for delivery of power to one or more powered loads. For instance, power can be delivered from a power source (e.g., breaker, panel, etc.) to the power switch 100 via conductors 204 and 206. In some embodiments, conductor 204 can be a hot conductor. Conductor 206 can be a neutral conductor. Conductor 202 can be a load conductor (e.g., load wire) used to deliver power to one or more powered loads (e.g., lighting fixtures, electronic devices, powered outlets, appliances, machinery, etc.).

[0060] The power switch 100 can control delivery of power to one or more powered loads via the conductor 202 via a power interrupter. The power interrupter controls whether power is delivered via the conductor 202. In the example embodiment of the power switch 100 shown in FIGS. 1-3, the power interrupter is a thyristor 155 (e.g., a TRIAC). When the thyristor 155 is in a first state, power is conducted to the one or more powered loads via conductor 202. When the thyristor 155 is in a second state, power is not conducted to the one or more powered loads via conductor 202.

[0061] Aspects of the present disclosure are discussed with reference to a thyristor power interrupter for purposes of illustration and discussion. Other suitable devices and/or components can be used to control power delivery via conductor 202 without deviating from the scope of the present disclosure, such as power semiconductors, relays, contactors, mechanical switches, etc.

[0062] The state of the thyristor 155 can be controlled based on various inputs. For instance, the state of thyristor 155 can be controlled based on a user input received at an interface element, such as rocker button or switch 110 of the power switch 100. The state of the thyristor 155 can also be controlled based on signals received from other devices (e.g., user devices such as a smartphone, tablet, wearable device, laptop, display with one or more processors) received over a communication link.

[0063] For instance, referring to FIGS. 1-3, the front panel 105 can include the rocker button 110, a paddle housing 108, and a heat sink 112. The rocker button 110 can be received into the paddle housing 108. The rocker button 110 can be rotatable about an axis passing through the center of the rocker button 110 so that the rocker button 110 can be rotated in a first direction when the user presses a top portion of the rocker button 110 and can be rotated in a second direction when the user presses a bottom portion of the rocker button 110.

[0064] The rocker button 110 can interface with rocker plungers 114. The rocker plungers 114 can pass through apertures 109 defined in the paddle housing 108 and apertures 113 defined in the heat sink 112. The rocker plungers 114 can engage actuators 116 located on circuit board 150. The actuators 116 can provide signals for the control of the thyristor 155 based on user input via the rocker button 110. For instance, when a user presses the rocker button 110 to rotate the rocker button 110 in a first direction, the thyristor 155 can be controlled to be in a first state to allow the delivery of power via conductor 202 to one or more powered loads. When a user presses the rocker button 110 to rotate the rocker button 110 in a second direction, the thyristor 155 can be controlled to be in a second state to stop the delivery of power via conductor 202 to one or more powered loads.

[0065] As shown in FIGS. 1-3, the front panel 105 can further include a first button 122 and a second button 124. A Fresnel lens 126 can be disposed between the first button 122 and the second button 124. A user can interact with the first button 122 and the second button 124 to control various operations of the power switch 100.

[0066] In some embodiments, the first button 122 can be a pairing button. More particularly, a user can interact with the first button 122 (e.g., depress and/or pull out the first button 122) to initiate a pairing sequence with another device, such as a powered load, another power switch, or a user device. A pairing sequence is used to enable communication between the power switch 100 and another device. For instance, the pairing sequence can be used to allow for communication between the power switch 100 and another device using a direct peer to peer communication protocol. Any of a number of suitable interactions (e.g., sequence of user interactions) via the first button can be used to initiate a pairing sequence without deviating from the scope of the present disclosure.

[0067] In some embodiments, the second button 124 can be an air gap switch. User interaction with the air gap switch can be used to remove power from the power switch 100 and/or the one or more powered loads. In some embodiments, the user can interact with the second button 124 by pulling the second button 124 away from the front panel 105. The second button 124 can be associated with a long plunger arm such that when the second button 124 is pulled away from the front panel 105, power to the power switch 100 and one or more connected loads is removed. In some embodiments, the user can interact with the second button 124 by pushing the second button 124 towards the front panel 105. For example, the user can push the second button 124 towards the front panel 105 to perform one or more functions. As one example, the one or more functions can include activating the digital voice assistant service.

[0068] FIG. 4 depicts a perspective view of an example assembly including a first button 122 and second button 124 according to example embodiments of the present disclosure. As shown, the first button 122 and the second button 124 can be coupled to a single flex board 125. The single flex board 125 can be connected to the printed circuit board 150 (shown in FIG. 3) using a single connection point, reducing complexity of the power switch 100.

[0069] Referring back to FIGS. 1-4, the power switch 100 can include a first microphone 142 and a second microphone 144. The first microphone 142 can be disposed in the first button 122. The second microphone 144 can be disposed in the second button 124. The first microphone 142 can be sealed in plastic. The first microphone 142 can be coupled to a printed circuit board 150 using a flexible printed circuit (FPC) cable that allows the first button 122 to be pressed up and down while still maintaining a connection to printed circuit board 150. The second microphone 144 can be coupled to a printed circuit board 150 using a flexible printed circuit (FPC) cable that allows the second button 124 to be pressed up and down while still maintaining a connection to the printed circuit board 150.

[0070] Audio data received at the first microphone 142 and/or the second microphone 144 can be communicated to one or more processors (e.g., on the power switch 100 and/or remote from the power switch 100). The audio data can be processed to provide audio responsive functionality as described in more detail below.

[0071] In some embodiments, the first microphone 142 and/or the second microphone 144 can each be covered with a film. More specifically, the film can be comprised of a water-resistant material. In this manner, the film can prevent moisture from getting through to the microphones 142, 144.

[0072] FIG. 5 depicts the example power switch 100 of FIGS. 1-3 with the rocker button 110 removed. As shown, the power switch 100 includes an antenna 175. The antenna 175 can be used for wireless transmitting and receiving data and other signals over one or more communication links. The antenna 175 is positioned behind the rocker button 110 to provide for increased communication capability. This can be important when the power switch 100 is installed in a metal electrical box (e.g., single gang box, double gang box, triple gang box, etc). Locating the antenna 175 as far forward as possible can allow the antenna to remain outside of the metal electrical box, preventing a reduction in signal strength.

[0073] In some embodiments, the antenna 175 can be a multiband antenna capable of transmitting and/or receiving information over multiple frequency bands so that data and other signals can be communicated to other devices using different protocols and/or communication channels. For instance, the antenna 175 can be configured for communication over both a Wi-Fi band (e.g., about 2.4 GHz) and a Bluetooth band (e.g., about 5 GHz). As used herein, the use of the term “about” in conjunction with a numerical value is intended to refer to within 20% of the stated amount.

[0074] Referring still to FIG. 5, the power switch 100 can include an audio output device, such as speaker 130. The speaker 130 can be circular in shape. The speaker 130 can be disposed behind the rocker button 110 (FIG. 1). The speaker 130 can be accommodated in a recess defined in the paddle housing 108. The speaker 130 can be configured to provide audio output as will be described in more detail below. In some embodiments, the speaker 130 can include a ported speaker box. In some embodiments, the speaker 130 can be a 20 mm speaker. In some embodiments, the speaker 130 can include a sealed cavity speaker box.

[0075] In some embodiments, the power switch 100 can include a sound deflector 135. The sound deflector 135 can deflect sound emanating from the speaker 130 away from the first microphone 142 and the second microphone 144. The sound deflector 135 can be disposed around a bottom portion of the speaker 130. The sound deflector 135 can reduce the amount of sound that is projected downwards toward the first microphone 142 and the second microphone 144. This can increase the performance of audio echo cancellation.

[0076] As shown in FIG. 6, in some embodiments, a gap can be defined between the interface element (e.g., rocker button 110) and the paddle housing 108 in the front panel 105 of the power switch 100. For instance, FIG. 6 depicts a close up of a portion 213 of the power switch 100 shown in FIG. 1. As shown, a gap 134 is defined around at least a portion of the edge of the rocker button 110 and the paddle housing 108. The gap 134 can be a “sound gap” that allows sound to emanate from the speaker 130 behind the rocker button 110.

[0077] Referring back to FIG. 5, the power switch 100 can include an LED board 170. The LED board 170 can include a plurality of LEDs for providing indicators via the rocker button 110 (FIG. 1). More particularly, the rocker button 110 can be made from a material such that the rocker button 110 diffusely transmits light emitted from the plurality of LEDs to the front of the rocker button 110 to provide one or more indicators. For instance, the rocker button 110 can be formed from a plastic material that can act as both a light pipe and a light diffuser. In some embodiments, a light blocking housing can extend from the LED board 170 to the rocker button 110 (FIG. 1) to prevent light bleeding.

[0078] Referring particularly to FIG. 5, the LED board 170 can include an LED ring 172 having a plurality of LEDs arranged in a ring. The LED ring 172 can be used to provide a light ring indicator. The LED board 170 can also include LEDs 174 in a center portion of the LED board 170 within the LED ring 172 that can be used to function as a night light indicator.

[0079] FIG. 7 depicts a front view of an example power switch with a light ring indicator 210 illuminated on the rocker button 110 according to example embodiments of the present disclosure. The light ring indicator 210 can be displayed in response to one or more voice commands received at the power switch 100 (FIG. 1). For instance, the light ring indicator 210 can be used in conjunction with implementation of a digital voice assistant service.

[0080] As an example, the light ring indicator 210 can be displayed when a voice command is detected. Various animations can be implemented using the light ring indicator 210 in response to the voice command. For instance, during completion of the voice command, the light ring indicator 210 can be controlled to provide a rotating ring animation. Once the voice command is completed, the light ring indicator 210 can be turned off and invisible.

[0081] In some embodiments, the light ring indicator 210 can be displayed when a user is in proximity to the power switch 100 as detected by one or more sensors (e.g., a PIR sensor). The presence of the light ring indicator 210 can provide an indication that the power switch 100 is ready to receive and respond to a voice command from the user. Other suitable configurations of an indicator can be used without deviating from the scope of the present disclosure.

[0082] FIG. 8 depicts a front view of an example power switch with a night light indicator 220 illuminated on the rocker button 110 according to example embodiments of the present disclosure. The night light indicator 220 is illustrated as a horizontal bar. However, other suitable configurations of the night light indicator 220 can be used without deviating from the scope of the present disclosure.

[0083] The night light indicator 220 can be normally on, allowing for ambient lighting. In some embodiments, the night light indicator 220 can be illuminated when an ambient light sensor (e.g., located behind Fresnel lens 126) determines that light in a space has fallen below a threshold. In this way, the night light indicator 220 can help a user easily locate the power switch 100 in reduced lighting.

[0084] Referring back to FIGS. 1-3, the power switch 100 can include one or more sensors located behind the Fresnel lens 126. For instance, the power switch 100 can include a passive infrared (PIR) sensor 180. The PIR sensor 180 can be coupled to the printed circuit board 150. A PIR cover 182 can be disposed over the PIR sensor 180. The PIR sensor 180 can be used to detect motion in a vertical and/or horizontal direction.

[0085] In some embodiments, the PIR sensor 180 can be used to detect contactless user gestures in front of the power switch 100 to allow a user to operate the power switch 100 without contacting the power switch 100. Example hand gestures can include vertical swipes in front of the power switch 100. An upward vertical swipe can be used to place the power switch 100 in a first state to allow the delivery of power to one or more powered loads. A downward vertical swipe can be used to place the power switch 100 in a second state to stop the delivery of power to one or more powered loads. Circular hand gestures in a clockwise and/or counterclockwise direction can be used to control dimming of, for instance, one or more light sources powered by the power switch 100. Other example hand gestures can be used to generate actions for the power switch 100.

[0086] The power switch 100 can further include an ambient light sensor (not illustrated) disposed behind the Fresnel lens 126. The ambient light sensor can be used to detect ambient lighting in a space. Signals indicative of ambient lighting can be used by the power switch 100 for a variety of purposes. For instance, the power switch 100 can illuminate a night light indicator when ambient light drops below a threshold. The power switch 100 can automatically turn on or turn off a light source powered by the power switch 100 based on the detected ambient light. The power switch 100 can be placed into one or modes of operation (e.g., a listening mode) based at least in part on the detected ambient light.

[0087] FIG. 9 depicts a side view of an example power switch 100 according to example embodiments of the present disclosure. As illustrated in FIG. 9, the frame 106 of the power switch 100 can include an access door 190. The access door 190 can allow for access to a programming header on a printed circuit board disposed within the frame 106. A user can plug into the programming header to program the power switch 100 and/or otherwise modify software, firmware, or other computer-readable instruction executed by one or more processors on the power switch 100. In this way, the access door 190 can allow for easy access for technicians to program the power switch 100 without disassembly. In some embodiments, a tamper resistant sticker can be placed over the door to hide appearance of the access door 190. A torn sticker can be indicative of unauthorized access to the power switch 100 via the access door 190. In some embodiments, the frame 106 can includes a series of holes that are configured to accommodate access for a programming header for programming the power switch 100

[0088] FIG. 10 depicts a block diagram of an example control system 200 of an example power switch 100 according to example embodiments of the present disclosure. The control system includes one or more processors 240 and one or more memory devices 260. For instance, the one or more processors 240 can include dual (e.g., two) processors. Alternatively, the one or more processors 240 can include quad (e.g., four) processors.

[0089] The one or more processors 240 can be any suitable processing device, such as microprocessors, integrated circuits (e.g., application specific integrated circuits), field programmable gate arrays, etc. that perform operations to control components (e.g., any of the components described herein). The one or memory devices 260 can be any suitable media for storing computer-readable instructions and data. For instance, the one or more memory devices 260 can include random access memory such as dynamic random access memory (DRAM), static memory (SRAM) or other volatile memory. In addition and/or in the alternative, the one or more memory devices can include non-volatile memory, such as ROM, PROM, EEPROM, flash memory, optical storage, magnetic storage, etc.

[0090] The one or more memory devices 260 can store computer-readable instructions that, when executed by the one or more processors 240, cause the one or more processors 240 to perform operations, such as any of the operations described herein (e.g., the methods discussed in FIGS. 12 and 13). The instructions can be software written in any suitable programming language or can be implemented in hardware.

[0091] The one or more memory devices 260 can also store data that can be obtained, received, accessed, written, manipulated, created, and/or stored. As an example, the one or more memory devices 260 can store data associated with one or more classifier models (e.g., machine learned classifier models) that can be used to classify audio data received at the power switch 100 as one or more sounds (e.g., smoke alarm, breaking glass, etc.). Storing the classifier model(s) locally in the one or more memory devices 260 can allow for local processing of audio data to identify potential out of band conditions.

[0092] Referring to FIG. 10, the one or more processors 240 can be in communication with and/or can be configured to control operation of audio circuitry 230. The audio circuitry 230 can be configured to receive and process audio data received from, for instance, first microphone 142 and second microphone 144. The audio circuitry 230 can also provide audio output for speaker 130. In some embodiments, the audio circuitry 230 can include one or more of a digital signal processor (DSP), codec, amplifier, etc. For instance, the audio circuitry 230 can be a low power smart Codec with dual core audio DSP. In some embodiments, the audio circuitry 230 can include a CS47L24 Smart Codec with Dual Core DSP manufactured by Cirrus Logic.

[0093] The one or more processors 240 can be in communication with and/or can be configured to control operation of a microcontroller 280. The microcontroller 280 can be configured to control the TRIAC 155 and/or provide signals to processor(s) 240 for control of components based on inputs received via interface elements on the power switch 100, such as the rocker button 110, the first button 122, the second button 124, or other interface elements. The microcontroller 280 can also receive signals from PIR sensor 180. The signals from the PIR sensor 180 can be processed for gesture based control (e.g., non-contact gesture based control) of the power switch 100. In some embodiments, the microcontroller 280 can be a STM32F031G4U6 Microcontroller manufactured by STMicroelectronics.

[0094] The one or more processors 240 can be in communication with and/or can be configured to control operation of a power meter 244. The power meter 244 can measure voltage and/or currently flowing through a load wire passing through the power switch 100. Current can be measured, for instance, using a sense resistor. Voltage can be measured using, for instance, a voltage divider. Power flowing through the load wire can be computed (e.g., using one or more processors 240 located on the power switch 100 and/or remote from the power switch 100) based on the measured current and voltage. In some embodiments, the power meter can be a STPM32 metering circuitry manufactured by STMicroelectronics.

[0095] The one or more processors 240 can be in communication with an ambient light sensor 242. Signals from the ambient light sensor 242 can be used, for instance, by the processor(s) 240 to implement control actions (e.g., control of power delivery to one or more powered loads) based on the ambient lighting in a space. In some embodiments, the ambient light sensor 242 can be a LTR-329ALS-01 digital light sensor manufactured by Mouser Electronics

[0096] The one or more processors 240 can be in communication with an LED driver circuit 270 and LED board 170 to control operation of an indicator for the power switch 100. The LED driver 270 can provide power to the LED board 170 for driving the plurality of LEDs. The one or more processors 240 can control emission of light from the LEDs on the LED board to provide various indicators (e.g., light ring, night light, etc.) as described herein. In some embodiments, the LED driver circuit 270 can be a IS31FL3235 LED driver manufactured by Integrated Silicon Solution, Inc.

[0097] The one or more processors 240 can be in communication with communication interface 272. Communication interface 272 can allow for the communication of data via, for instance, one or more wireless links using the antenna 175. The communication interface 272 can include any circuits, components, software, etc. for communicating over various communication links (e.g., networks). In some implementations, the communication interface 272 can include for example, one or more of a communications controller, receiver, transceiver, transmitter, port, conductors, software, and/or hardware for communicating data. In some embodiments, the communication interface 272 can include a SX-SDPAC module manufactured by Silex Technology.

[0098] Example communication technologies and/or protocols can include, for instance, Bluetooth low energy, Bluetooth mesh networking, near-field communication, Thread, TLS (Transport Layer Security), Wi-Fi (e.g., IEEE, 802.11), Wi-Fi Direct (for peer-to-peer communication), Z-Wave, Zigbee, HaLow, cellular communication, LTE, low-power wide area networking, VSAT, Ethernet, MoCA (Multimedia over Coax Alliance), PLC (Power-line communication), DLT (digital line transmission), etc. Other suitable communication technologies and/or protocols can be used without deviating from the scope of the present disclosure.

[0099] FIG. 11 depicts an example computing environment 300 in which the power switch 100 can be integrated according to example embodiments of the present disclosure. As shown, the power switch 100 can be in communication with various devices, such as powered load 310 and/or one or more user devices 320, 360. The powered load 310 can be any device powered by the power switch 100, such as one or more lighting fixture or other light sources, appliances, electronics, consumer devices, ceiling fans, machinery, systems, or other powered loads. User devices 320, 360 can be, for instance, one or more smartphones, laptops, desktops, tablets, wearable devices, media devices, displays with one or more processors, or other suitable devices.

[0100] The power switch 100 can be in communication with the powered load 310, for instance, via a direct communication link (e.g., direct wired or wireless communication link) or via a network, such as local area network 340. The direct communication link can be implemented, for instance, using Bluetooth low energy or other suitable communication protocol. The power switch 100 can control delivery of power to the powered load 310 via a load conductor. In some embodiments, the power switch 100 can provide control signals to control operation of the powered load (e.g., fan speed, dimming level, etc.) via the direct communication link.

[0101] The power switch 100 can be in communication with user devices 320, 360 for instance, via a direct communication link (e.g., direct wired or wireless communication link) or via a network, such as local area network 340. The direct communication link can be implemented, for instance, using Bluetooth low energy or other suitable communication protocol. In some embodiments, a user can control, view information, and/or specify one or more settings associated with the power switch 100 via a graphical user interface implemented on a display of the user device 320, 360. For instance, a user can access an application implemented on the user device 320. The application can present a graphical user interface on a display of the user device 320. A user can interact with the graphical user interface to control operation of the power switch 100 and/or one or more powered loads 310.

[0102] The local area network 340 can be any suitable type of network or combination of networks that allows for communication between devices. In some embodiments, the network(s) can include one or more of a secure network, Wi-Fi network, IoT network, mesh network, one or more peer-to-peer communication links, and/or some combination thereof, and can include any number of wired or wireless links. Communication over the network 340 can be accomplished, for instance, via a communication interface using any type of protocol, protection scheme, encoding, format, packaging, etc.

[0103] The computing environment 300 can include a gateway 355 that can allow access to a wide area network 350. The wide area network 350 can be, for instance, the Internet, cellular network, or other network, and can include any number of wired or wireless links. Communication over the wide area network 350 can be accomplished, for instance, via a communication interface using any type of protocol, protection scheme, encoding, format, packaging, etc. As shown, the power switch 100 can communicate information over the network 350 to remote computing systems 380 and 390 and other remote computing systems via the gateway 355.

[0104] The computing environment 300 can include remote computing systems 380. The remote computing systems 380 can be associated with a cloud computing platform for implementation of one or more services for the power switch 100. Data collected by the cloud computing platform can be processed and stored and provided, for instance, to a user device 320 (e.g., for presentation in a graphical user interface).

[0105] The computing environment 300 can include remote computing systems 390. The remote computing systems 390 can be associated with a service accessed by the power switch 100, such as a digital audio assistant service. Audio data collected by the power switch 100 can be communicated to the remote computing systems 390 for processing of voice commands. Data responsive to the voice commands can be communicated to the power switch 100 for output (e.g., by speaker 130) and/or to user device 320 (e.g., for display in a graphical user interface). In this way, the power switch 100 can act as a source for voice commands for digital voice assistant services.

[0106] The computing systems 380 and 390 can include one or more computing devices (e.g., servers) having one or more processors and one or more memory devices. The computing systems 380 and 390 can be distributed such that its components are located in different geographic areas. The technology discussed herein makes reference to computer-based systems and actions taken by and information sent to and from computer-based systems. One of ordinary skill in the art will recognize that the inherent flexibility of computer-based systems allows for a great variety of possible configurations, combinations, and divisions of tasks and functionality between and among components. For instance, processes discussed herein may be implemented using a single computing device or multiple computing devices working in combination. Databases, memory, instructions, and applications may be implemented on a single system or distributed across multiple systems. Distributed components may operate sequentially or in parallel.

[0107] FIG. 12 depicts a flow diagram of an example method 400 for processing of audio according to example embodiments of the present disclosure. The method 400 can be implemented, for instance, using power switch 100 and/or one or more aspects of the computing environment 300 of FIG. 11. FIG. 12 depicts steps performed in a particular order for purposes of illustration and discussion. Those of ordinary skill in the art, using the disclosure provided herein, will understand that various steps of any of the methods described herein can be omitted, expanded to include other steps, performed simultaneously, rearranged, and/or modified in various ways without deviating from the scope of the present disclosure.

[0108] At (402), the method 400 includes obtaining audio data via one or more microphones (e.g., microphone 142 and 144) disposed on the power switch. The audio data can be obtained while operating the power switch in a passive mode. In a passive mode, the power switch can be configured to process audio data to listen for trigger conditions, such as a voice prompt command and/or a trigger condition associated with an out of band condition. In some implementations, audio data is not recorded, stored, or otherwise processed when operating in the passive mode.

[0109] At (404), the method 400 can include processing the audio data to identify a trigger condition. For instance, the audio data obtained via one or more microphones can be processed locally on the power switch to identify whether the audio data is indicative of a trigger condition. According to example aspects of the present disclosure, the trigger condition can be a voice prompt command and/or audio data indicative of an out of band condition. The power switch can be operated in an active listening mode when the trigger condition is a voice prompt command. The power switch can be operated in a response mode when the trigger condition is associated with an out of band condition.

[0110] More particularly, the voice prompt command can be a preset voice command that when used is intended to invoke active listening functionality of the power switch. For instance, the voice prompt command can be a recognizable term or phrase such as “Hello Switch,” “Listen Now”, “Hey Power Device”. In some embodiments, the voice prompt command can be associated with a digital assistant service, such as digital assistant services provided by Amazon, (“Alexa”), Apple, (“Hey Siri”), Google (“Ok Google”), or other services.

[0111] As shown in FIG. 12, the method 400 can include determining whether the trigger condition is a prompt command at (406). If so, the method 400 can include entering into an active listening mode at (408). During an active listening mode, audio data is recorded, communicated, and/or processed using voice recognition techniques to identify a request from a user. Data responsive to the request can be determined and one or more control actions responsive to the request can be performed to implement the active listening mode at (410) of the method 400.

[0112] FIG. 13 depicts a flow diagram of example operations associated with an active listening mode at (410) according to example embodiments of the present disclosure. At (412), the power switch can be controlled to listen for audio data via one or more microphones. In addition, one or more indicators (e.g., a light ring indicator with animations) can be provided to the user to signify that the power switch is operating in an active listening mode.

[0113] At (414), the audio data can be processed at the power switch. For instance, the audio data can be formatted into one or more data packets for communication to a digital assistant service.

[0114] At (416), the audio data can be communicated to a digital assistant service (e.g., via an API). In some embodiments, aspects of the digital assistant service can be implemented locally at the power switch and/or at device (e.g., a cloud computing system) remote from the digital assistant service.

[0115] The digital assistant service can receive the audio data at (418). The digital assistant service can process the audio data using speech recognition algorithms to identify one or more voice commands from a user at (420).

[0116] At (422), the digital assistant service can determine responsive data to the voice commands. The responsive data can be any data used by the digital assistant service to respond to the voice commands or other audio data. For instance, the responsive data can include a text string of the voice command provided by the user. The responsive data can include data associated with a voice response to be played to a user (e.g., via a speaker in the power switch) to respond to the user's voice command. The responsive data can include data responsive to the request by the user provided via the voice command. For instance, if the user asked for the weather via a voice command, the responsive data can include the weather. If a user asked to set a reminder, the responsive data can include a confirmation that the reminder was set in the user's calendar. The above examples are provided by way of example. Responsive data can include data associated with any of a number of diverse actions capable of being implemented using a digital assistant service. The responsive data can be communicated to the power switch at (424).

[0117] At (426), the method can include receiving the processing data. The responsive data can be processed at (430) to determine one or more control actions based on the voice command or audio data received at the power switch during the active mode. The control actions can include, for instance, controlling power delivery to one or more powered devices, playing back a voice response to a user, playing music requested by a user, or other suitable control action. The control action can be implemented by the power switch at (432).

[0118] One example application of an active mode of a power switch can be for control of lighting in a space. For instance, a power switch can control power delivery to one or more light sources in a space. A user can cause the power switch to enter into an active mode using a preset voice command. The power switch can obtain via one or microphones an instruction from a user to “turn off the lights” when the switch is in the active mode. The power switch can communicate the audio data to the digital assistant service. The digital assistant service can process the audio data using voice recognition and send responsive data associated with turning off the lights to the power switch. The power switch can then control delivery of power to the light sources to turn off the lights. A responsive audio output (e.g., in the form of a human voice) can be provided to the user, such as “turning off lights now.”

[0119] Another example application of an active mode of a power switch can be for performing actions ancillary to controlling power deliver to one or more powered devices. For instance, a user can cause the power switch to enter into an active mode using a preset voice command. The power switch can obtain via one or microphones an instruction from a user to “tell me what the weather is like” when the switch is in the active mode. The power switch can communicate the audio data to the digital assistant service. The digital assistant service can process the audio data using voice recognition and send responsive data associated with the current weather. The power switch can then provide a responsive audio output (e.g., in the form of a human voice) to the user, such as “it is sunny and 65 degrees.”

[0120] Referring back to FIG. 12 at (440), the power switch can determine whether the trigger condition is an out of band condition. An out of band condition can be any trigger condition other than those specified for entering the power switch into an active mode. The out of band condition, in some embodiments, can be indicative of the presence of a hazard, such as a fire, burglary, natural disaster, or other hazard.

[0121] In some embodiments, the out of band condition can be identified using classifier models stored locally on one or more memory devices associated with the power switch. In some embodiments, the classifier models can be machine-learned models. The classifier model can classify audio data received during a passive listening mode of the power switch into one or more categories. Example categories can be indicative of, for instance, a fire alarm, a burglar alarm, a baby crying, a dog barking, breaking glass, or other condition. Storing the classifier models locally can also allow for detection of an out-of-band condition in circumstances where the power switch is offline. In this way, the power switch can still be responsive to out of band conditions even when a communication link is disable.

[0122] In some embodiments, the classifier model(s) can be periodically updated. For instance, the locally stored classifier models can be updated from a remote source (e.g., cloud computing device) via a communication link to continually refine the model(s).

[0123] If no out of band condition is determined, the method 400 can continue to operate the power switch in an active mode. If an out of band condition is detected, the method 400 can proceed to (442) and operate the power switch in a response mode. During the response mode, the power switch can implement a control action responsive to the out of band condition at (444). The control action can include, for instance, communicating a notification and/or alert to a user or monitoring service. The control action can include controlling power delivery to a powered device (e.g., flashing light sources). The control action can include sounding an audio alarm via a speaker in the power switch. Other suitable control actions can be implemented in the response mode without deviating from the scope of the present disclosure.

[0124] In some embodiments, the notification and/or alert can be provided to one or more members of a notification tree. For instance, the notification tree can include a first group of emergency contacts and a second group of emergency contacts. In some embodiments, the notification can be an email and/or text message sent to a mobile device associated with one or more members of the first group. Alternatively or additionally, the notification can be a phone call. If the one or more members of the first group that receive the notification do not respond (e.g., accept the call), the notification can be provided to one or more members of the second group. In this manner, members of the notification tree can be notified of the out of band condition.

[0125] For example, the out of band condition can be indicative of a fire. The fire out of band condition can be identified using one or more classifier models capable of classifying audio data as belonging to the fire out of band condition category. For example, the power switch can be configured, such as in a testing or training mode, to classify audio data as indicative of a fire, such as audio data associated with a sounding of one or more fire alarms in proximity to the power switch. For example, audio data including a repeating pattern of three “beeps” (e.g. constant tone, such as a high-frequency tone) followed by a short silence or pause, such as may be emitted by a fire alarm in response to the presence of a fire, can be classified into the fire alarm out of band condition.

[0126] As another example, one or more of the classifier models can be machine-learned models that have been trained using audio data including patterns indicative of a fire alarm sounding. For example, the one or more classifier machine-learned models can be trained using audio data indicative of a fire in proximity to the power switch (e.g. one or more fire alarms sounding in proximity to the power switch) that is associated with the proximity (e.g. from a test of the one or more fire alarms). As another example, the one or more classifier machine-learned models can be trained using audio data from fire alarms that are not in proximity to the power switch. For instance, the one or more classifier machine-learned models can be configured on the power switch before the power switch is installed and can be “pre-trained” before installation.

[0127] As another example, the out of band condition can be indicative of a burglary. The burglary out of band condition can be identified using one or more classifier models capable of classifying audio data as belonging to the burglary out of band condition category. For example, the power switch can be configured, such as in a testing or training mode, to classify audio data as indicative of a burglary, such as audio data associated with a sounding of one or more burglar alarms in proximity to the power switch and/or audio data indicative of breaking glass. For example, audio data including a repeating pattern of short, high-frequency “beeps”, such as may be emitted by a burglar alarm in response to the presence of a burglar, can be classified into the burglar alarm out of band condition.

[0128] As another example, one or more of the classifier models can be machine-learned models that have been trained using audio data including patterns indicative of a burglar alarm sounding. For example, the one or more classifier machine-learned models can be trained using audio data indicative of a burglar alarm in proximity to the power switch (e.g. one or more burglar alarms sounding in proximity to the power switch) that is associated with the proximity (e.g. from a test of the one or more burglar alarms). As another example, the one or more classifier machine-learned models can be trained using audio data from burglar alarms that are not in proximity to the power switch. For instance, the one or more classifier machine-learned models can be configured on the power switch before the power switch is installed and can be “pre-trained” before installation.

[0129] As another example, one or more of the classifier models can be machine-learned models that have been trained using audio data including patterns indicative of breaking glass. In some embodiments, the one or more classifier machine-learned models can be trained using audio data indicative of one or more types of breaking glass objects to differentiate between different types of breaking glass objects. For example, the machine-learned models can be trained using audio data associated with breaking windows, glass cups, or other suitable glass objects. For example, a breaking window may be classified as an out of band condition indicative of a burglary whereas a breaking cup may not be classified as such. The one or more classifier machine-learned models can be configured on the power switch before the power switch is installed and can be “pre-trained” before installation.

[0130] In response to detecting the out of band condition, the power switch can implement a control action responsive to the out of band condition. For instance, the power switch can provide a notification to a user. For example, the power switch can provide a visual notification on the power switch (e.g. through LED panel 170). As another example, the power switch can provide an audible notification (e.g. through speaker 130), such as sounding an alarm or providing a responsive audio output (e.g. in the form of a human voice). Additionally or alternatively, the power switch can control power delivered to a powered device to provide a notification, such as by flashing one or more light sources (e.g. repeatedly providing and interrupting power provided to the one or more light sources), providing power to an auxiliary device such as an alarm device, alarm lights, or any other suitable notification provided via controlling power to a powered device, or combination thereof.

[0131] In some embodiments, the control action may be distinct for a type of out of band condition. For example, if an out of band condition indicative of a fire is detected, the power switch may control power to one or more light sources to flash the one or more light sources in a manner indicative of a fire (e.g. mimicking the audio output from a fire alarm). As another example, if an out of band condition indicative of a burglary is detected, the power switch may control power to one or more light sources to turn on the light sources, quickly flash the light sources, etc. and/or may additionally provide power to an alarm light, alarm buzzer or speaker, or other alarm device.

[0132] Additionally or alternatively, the power switch can provide a notification to a monitoring service. For example, if an out of band condition indicative of a fire is detected, the power switch can provide a notification to the monitoring service e indicating a fire and/or directly to a fire department and/or hospital. As another example, if an out of band condition indicative of a burglary is detected, the power switch can provide a notification to the monitoring service indicating a burglary and/or directly to a police station.

[0133] The notification to the monitoring service can be provided automatically (e.g. immediately or briefly after the detection of the out of band condition) and/or based on a user response from a notification provided to a user. For example, if an out of band condition associated with a fire is detected, the power switch can provide a visual and/or audio output to the user (e.g. a voice message such as “A fire alarm appears to be sounding, do you need help?” and/or interaction directions such as “Swipe up for ‘Yes’ and down for ‘No’”) and may provide a notification to the monitoring service based on the user's response (e.g. swiping up or down).

[0134] In some embodiments, a lack of user response after some time can result in an automatic decision, such as a default decision (e.g. default yes or no). The automatic decision can be pre-configured and/or user-specified. Additionally or alternatively, the automatic decision may be specific to a type of out of band condition. For example, an out of band condition indicative of a fire may have an automatic yes decision whereas an out of band condition indicative of a burglary may have an automatic no decision. As another example, an out of band condition corresponding to a fire alarm or burglar alarm may have an associated automatic yes decision whereas an out of band condition corresponding to breaking glass may have an associated automatic no decision.

[0135] Once the power switch has implemented one or more control actions in the response mode and/or after the expiration of a period of time, the power switch can return to a passive mode. The power switch can continue to listen for other trigger conditions once in the passive mode.

[0136] FIG. 14 depicts an example lighting system 500 incorporating a plurality of power switches according to example embodiments of the present disclosure. The lighting system 500 includes a plurality of lighting fixtures 502 (e.g., luminaires) operable to provide illumination for a space 510 (e.g., a room). The lighting system 500 can include a first power switch 520 and a second power switch 530. The first power switch 520 and/or the second power switch 530 can include one or more aspects of any of the power switches described here. The first power switch 520 can be arranged near a first entrance 512 into the space 510. The second power switch 530 can be arranged near a second entrance 514 to the space 510.

[0137] The first power switch 520 and/or the second power switch 530 can be configured to control power delivery to the one or more lighting fixtures 502 (or other powered loads) to control lighting within the space 510. In some embodiments, the first power switch 520 and the second power switch 530 can provide 3-way switch functionality (or other multi-way switching functionality with other switches present, such as 4-way switch functionality).

[0138] In an example implementation, the first power switch 520 can be a master power switch. The second power switch 530 can be a slave power switch that is in communication with the first power switch over a wireless communication link 540 (e.g., Bluetooth Low Energy communication link or other suitable communication link). User interaction with the second power switch 530 can cause data to be communicated to the first power switch 520 over the communication link 540 to control light sources 502. The first power switch 520 can also be configured to communicate with other devices (e.g., user devices, cloud computing systems, servers, etc.) over a second communication link 550 via one or more networks. A user can interact remotely with the second power switch 530 by communicating with the first power switch 520, which then relays data and other information over communication link 530 to the second power switch 530. The relationship between the first power switch 520 and the second power switch 530 has been described as a master-slave relationship. However, other suitable relationships can be used (e.g., peer-to-peer) without deviating from the scope of the present disclosure.

[0139] In example embodiments, the first power switch 520 and the second power switch 530 can be paired with one another via user interaction with one or more interface elements of the first power switch 520 and the second power switch 530. For instance, in some implementations, a user can manipulate the second button 124 (FIG. 1) of the first power switch 520. More specifically, the user can move (e.g., pull) the second button 124 away from the front panel 105 (FIG. 1). After pulling the second button 124 away from the front panel 105, the user can manipulate the first button 122 (FIG. 1) of the first power switch 520. More specifically, the user can press the first button 122 (e.g., pairing button). Then, while still pressing the first button 122, the user can move (e.g., push) the second button 124 towards the front panel 105. After moving (e.g., pushing) the second button 124 towards the front panel 105, the user can continue to press the first button 122 until receiving a notification from one or more output devices of the first power switch 520. For instance, the user can continue to press the first button 122 until the LEDs 174 (FIG. 5) of the LED board 170 included in the first power switch 520 flash light having a predetermined color (e.g., blue).

[0140] After receiving the notification, the user can perform the same sequence of steps on the second power switch 530. More specifically, the user can move (e.g., pull) the second button 124 of the second power switch 530 away from the front panel 105 (FIG. 1). After pulling the second button 124 away from the front panel 105, the user can press the first button 122 (e.g., pairing button) of the second power switch 530. Then, while still pressing the first button 122, the user can move (e.g., push) the second button 124 towards the front panel 105. After moving (e.g., pushing) the second button 124 towards the front panel 105, the user can continue to press the first button 122 until receiving a notification from one or more output devices of the second power switch 530. For instance, the user can continue to press the first button 122 until the LEDs 174 of the LED board 170 included in the second power switch 530 flash light having a predetermined color (e.g., blue)

[0141] After receiving the notification (e.g., flashing blue light) from the second power switch 530, both the first power switch 520 and the second power switch 530 can provide a notification (e.g., audible, visible) to indicate that the first power switch 520 and the second power switch 530 have been successfully paired with one another. For instance, the notification can include the speaker 130 (FIG. 3) associated with the first power switch 520 and the speaker 130 (FIG. 3) associated with the second power switch 530 each emitting an audible noise (e.g., beep). More specifically, the speakers 130 can emit a predetermined number of beeps, such as 5 beeps. Alternatively or additionally, the notification can include the LEDs 174 (FIG. 5) of the first power switch 520 and the LEDs 174 (FIG. 5) of the second power switch 530 flashing a predetermined number of times (e.g., 5 times). More specifically, the LEDs 174 of the first and second power switches 520, 530 can flash green light.

[0142] Referring again to FIG. 1, the power switch 100 can be configured as a switch (e.g., fan switch) via user interaction with one or more interface elements of the power switch 100. For instance, in some implementations, a user can manipulate the second button 124 of the power switch 100 to configure the power switch 100 as a switch. More specifically, the user can move (e.g., pull) the second button 124 away from the front panel 105. After pulling the second button 124 away from the front panel 105, the user can move the rocker button 110 to a first position. Then, while still holding the rocker button 110 in the first position, the user can move (e.g., push) the second button 124 towards the front panel 105 of the power switch 100. After moving (e.g., pushing) the second button 124 towards the front panel 105, the user can continue to hold the rocker button 110 in the first position for a predetermined amount of time (e.g., 5 seconds) until the power switch 100 provides some indicia (e.g., audible, visual) indicating configuration is complete. For instance, the indicia can include an audible noise (e.g., one or more beeps) emitted via the speaker 130. Alternatively or additionally, the indicia can include the led ring 172 (FIG. 5) of the LED board (170) pulsing a predetermined number of times (e.g., 3 times).

[0143] In example embodiments, the power switch 100 can be configured as a dimmer via user interaction with one or more interface elements of the power switch 100. For instance, in some implementations, a user can manipulate the second button 124 of the power switch 100 to configure the power switch 100 as a dimmer. More specifically, the user can move (e.g., pull) the second button 124 away from the front panel 105. After pulling the second button 124 away from the front panel 105, the user can move the rocker button 110 to a first position. Then, while still holding the rocker button 110 in the first position, the user can move (e.g., push) the second button 124 towards the front panel 105 of the power switch 100. After moving (e.g., pushing) the second button 124 towards the front panel 105, the user can continue to hold the rocker button 110 in the first position for a predetermined amount of time (e.g., 5 seconds) until the power switch 100 provides some indicia (e.g., audible, visual) indicating configuration is complete. For instance, the indicia can include an audible noise (e.g., one or more beeps) via the speaker 130. Alternatively or additionally, the indicia can include the led ring 172 (FIG. 5) of the LED board (170) pulsing from 0% to 100% a predetermined number of times (e.g., 3 times).

[0144] In example embodiments, the pairing sequence for enabling communications between the power switch 100 and the user device 320 can be initiated when a user causes the user device 320 to physically contact the power switch 100. More specifically, the user can initiate the pairing sequence by knocking the user device 320 against the power switch 100 a predetermined number of times, such as three times. In this manner, instances in which the user device 320 and the power switch 100 are inadvertently paired with one another can be reduced or eliminated. In some embodiments, the user may need to press the first button 122 of the power switch 100 immediately prior to knocking the user device 320 against the power switch 100.

[0145] In example embodiments, both the power switch 100 and the user device 320 can include an accelerometer configured to detect a user knocking the user device 320 against the power switch 100 to initiate the pairing sequence. More specifically, the one or more processors of the power switch 100 can be configured to process data received from the accelerometer of the power switch 100. Alternatively or additionally, one or more processors of the user device 320 can be configured to process data received from the accelerometer of the user device 320. In this manner, the physical contact (e.g., knocking) required to initiate the pairing sequence can be detected by the power switch 100, the user device 320, or both the power switch 100 and the user device 320.

[0146] In example embodiments, the one or more microphones of the power switch 100 can detect audible noise associated with knocking the user device 320 against the power switch 100. More specifically, the one or more microphones can provide one or more data signals indicative of the audible noise associated with knocking the user device 320 against the power switch 100. The one or more processors of the power switch 100 can be configured to process the data signal(s) to detect the user knocking the user device 320 against the power switch 100. It should be appreciated that the one or more processors of the power switch 100 can process the data signal(s) to recognize the audible noise associated with the user knocking the user device 320 against the power switch 100.

[0147] Referring now to FIGS. 15 and 16, an example embodiment of a light blocker 900 is provided according to example embodiments of the present disclosure. In some embodiments, the light blocker 900 can be positioned over the LED ring 172 (FIG. 5). When the light blocker 900 is positioned over the LED ring 172, the light blocker 900 can, as will be discussed below in more detail, improve the visual appearance of the light indicator ring 210 (FIG. 7) provided by the LED ring 172.

[0148] As shown, the light blocker 900 includes body 910. The body 910 can include a first plurality of segments 912 and a second plurality of segments 914. In some embodiments, a light transmissivity of the first plurality of segments 912 can be different than a light transmissivity of the second plurality of segments 914. For example, the light transmissivity of the first plurality of segments 912 can be greater than the light transmissivity of the second plurality of segments 914. In this manner, more light can pass through the first plurality of segments 912 compared to the second plurality of segments 914.

[0149] In some embodiments, the first plurality of segments 912 and the second plurality of segments 914 are arranged in an alternating manner such that each segment of the first plurality of segments 912 is positioned between two adjacent segments of the second plurality of segments 914. As an example, the first plurality of segments 912 and the second plurality of segments 914 can be arranged in the alternating manner to form a ring 920. The light blocker 900 can be positioned over the LED board 170 (FIG. 5) such that the ring 920 of the body 910 is aligned with the LED ring 172 (FIG. 5). More specifically, the light blocker 900 can be positioned over the LED board 170 such that each segment of the second plurality of segments 914 is aligned with (e.g., positioned over) a corresponding LED of the LED ring 172. Since the light transmissivity of the second plurality of segments 914 is less than the light transmissivity of the first plurality of segments 912, the light blocker 900 can reduce or eliminate hotspots in the light indicator ring 210. In this manner, the light blocker 900 can improve the visual appearance of the light indicator ring 210.

[0150] In some embodiments, the body 910 of the light blocker 900 can include a section 930 positioned at a center of the ring 920. In this manner, the section 930 can be aligned with the LED(s) 174 (FIG. 5) positioned at the center of the LED board 170. In some embodiments, a light transmissivity of the section 930 can be different than the light transmissivity of the second plurality of segments 914. For example, the light transmissivity of the section 930 can be greater than the light transmissivity of the second plurality of segments 914. Accordingly, more light can pass through the section 930 compared to the second plurality of segments 914.

[0151] In some embodiments, the first plurality of segments 912 can be one or more apertures defined by the body 910 of the light blocker 900. Alternatively or additionally, the section 930 can be an aperture defined by the body 910 of the light blocker 900.

[0152] It should be appreciated that the in-wall devices of the present disclosure can be implemented in any suitable environment. For instance, the in-wall devices can be implemented in one or more rooms of a hotel. In this manner, a guest can control one or more features of a room via the in-wall devices. For example, the guest can control operation of a television via one or more voice commands received at the in-wall devices. As another example, the guest can control operation of one or more light fixtures in the room.

[0153] While the present subject matter has been described in detail with respect to specific example embodiments thereof, it will be appreciated that those skilled in the art, upon attaining an understanding of the foregoing may readily produce alterations to, variations of, and equivalents to such embodiments. Accordingly, the scope of the present disclosure is by way of example rather than by way of limitation, and the subject disclosure does not preclude inclusion of such modifications, variations and/or additions to the present subject matter as would be readily apparent to one of ordinary skill in the art.