Systems and methods for classifying sounds

    公开(公告)号:US11521598B2

    公开(公告)日:2022-12-06

    申请号:US16564775

    申请日:2019-09-09

    Applicant: Apple Inc.

    Abstract: An electronic device has one or more microphones that pick up a sound. At least one feature extractor processes the audio signals from the microphones, that contain the picked up the sound, to determine several features for the sound. The electronic device also includes a classifier that has a machine learning model which is configured to determine a sound classification, such as artificial versus natural for the sound, based upon at least one of the determined features. Other aspects are also described and claimed.

    Audio return channel clock switching

    公开(公告)号:US11025406B2

    公开(公告)日:2021-06-01

    申请号:US16584012

    申请日:2019-09-26

    Applicant: Apple Inc.

    Abstract: A system and method to mitigate the temporary loss of the input sampling clocks when receiving audio data over the ARC or eARC interface of HDMI are provided. A media device may substitute an externally generated clock derived from a local crystal oscillator of the media device for the missing input sampling clock. The external clock may be synchronized to the frequency of the input sampling clock. The media device may synchronize the external clock to the audio data when there is a loss of the input sampling clock. When the input sampling clock of the audio data reappears, the media device may switch back from the external clock to the input sampling clock. When transitioning between the input sampling clock and the external clock, the media device may insert zero padding into the audio data samples to mute any potential glitch in the sound from an audio playback device.

    Synchronization with Different Clock Transport Protocols

    公开(公告)号:US20170359139A1

    公开(公告)日:2017-12-14

    申请号:US15621936

    申请日:2017-06-13

    Applicant: Apple Inc.

    CPC classification number: H04J3/0661 H04J3/0664 H04J3/0673 H04L69/08 H04L69/28

    Abstract: A bridge element is provided for establishing clock synchronization across network elements including a first network element using a first clock synchronization transport protocol and a second network element using a second clock synchronization transport protocol different from the first clock synchronization transport protocol. The bridge element includes a port, a protocol translation port and an interconnect structure. The port may receive a clock synchronization signal from the first network element using the first clock synchronization protocol. The interconnect structure may receive the clock synchronization signal from the port. The protocol translation port may receive the clock synchronization signal from the interconnect structure, translate the clock synchronization signal between the first clock synchronization transport protocol and the second clock synchronization transport protocol, and provide the translated clock synchronization signal to the second network element using the second clock synchronization protocol.

    Systems and methods for identifying an acoustic source based on observed sound

    公开(公告)号:US11941968B2

    公开(公告)日:2024-03-26

    申请号:US18103486

    申请日:2023-01-30

    Applicant: Apple Inc.

    CPC classification number: G08B21/182 G01H3/005 G06N20/00 G08B7/06 G10L25/51

    Abstract: An electronic device includes a processor, and a memory containing instructions that, when executed by the processor, cause the electronic device to learn a sound emitted by a legacy device and to issue an output when the electronic device subsequently hears the sound. For example, the electronic device can receive a training input and extract a compact representation of a sound in the training input, which the device stores. The device can receive an audio signal corresponding to an observed acoustic scene and extract a representation of the observed acoustic scene from the audio signal. The electronic device can determine whether the sound is present in the observed acoustic scene at least in part from a comparison of the representation of the observed acoustic scene with the representation of the sound. The electronic device emits a selected output responsive to determining that the sound is present in the acoustic scene.

    DROP-IN ON COMPUTING DEVICES BASED ON EVENT DETECTIONS

    公开(公告)号:US20230394953A1

    公开(公告)日:2023-12-07

    申请号:US18138652

    申请日:2023-04-24

    Applicant: Apple Inc.

    CPC classification number: G08B25/009

    Abstract: Techniques for monitoring an audio stream for triggering events are disclosed, where the triggering events may include a particular sound identified in the audio stream. In addition, the techniques include detecting the particular sound in the audio stream and/or providing an event notification to a user device via a network connection. A user device can request permission to initiate a two-way audio stream between the computing device and the user device. Further, the techniques may include receiving an indication to initiate the two-way audio stream with the user device. In addition, the techniques may include providing an alert that permission has been granted to initiate the two-way audio stream. Also, the device may include initiating the two-way audio stream with the user device.

    Audio Return Channel Data Loopback
    27.
    发明申请

    公开(公告)号:US20210098011A1

    公开(公告)日:2021-04-01

    申请号:US16584008

    申请日:2019-09-26

    Applicant: Apple Inc.

    Abstract: A system and method to process audio data received over the ARC or eARC interface of HDMI from audio sources are provided. A media device may receive compressed audio data in a number of data formats. The media device may convert between the audio formats provided by the audio sources and the audio formats supported by audio playback devices. The media device may inspect frames of audio data to determine if the frames are to be decoded. The frame may be decoded and subsequently encoded into the data formats supported by the audio playback devices. To reduce latency, the media device may enable a pass-through mode to bypass the decoding of the frames to allow the frames to be decoded at the audio playback devices. A bi-directional loopback application may route audio data received over the ARC or eARC interface from the audio sources to the audio playback devices.

    SYSTEMS AND METHODS FOR IDENTIFYING AN ACOUSTIC SOURCE BASED ON OBSERVED SOUND

    公开(公告)号:US20210020018A1

    公开(公告)日:2021-01-21

    申请号:US16872168

    申请日:2020-05-11

    Applicant: Apple Inc.

    Abstract: An electronic device includes a processor, and a memory containing instructions that, when executed by the processor, cause the electronic device to learn a sound emitted by a legacy device and to issue an output when the electronic device subsequently hears the sound. For example, the electronic device can receive a training input and extract a compact representation of a sound in the training input, which the device stores. The device can receive an audio signal corresponding to an observed acoustic scene and extract a representation of the observed acoustic scene from the audio signal. The electronic device can determine whether the sound is present in the observed acoustic scene at least in part from a comparison of the representation of the observed acoustic scene with the representation of the sound. The electronic device emits a selected output responsive to determining that the sound is present in the acoustic scene.

    SYSTEMS AND METHODS FOR CLASSIFYING SOUNDS
    29.
    发明申请

    公开(公告)号:US20200090644A1

    公开(公告)日:2020-03-19

    申请号:US16564775

    申请日:2019-09-09

    Applicant: Apple Inc.

    Abstract: An electronic device has one or more microphones that pick up a sound. At least one feature extractor processes the audio signals from the microphones, that contain the picked up the sound, to determine several features for the sound. The electronic device also includes a classifier that has a machine learning model which is configured to determine a sound classification, such as artificial versus natural for the sound, based upon at least one of the determined features. Other aspects are also described and claimed.

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