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    DETECTING CONTINUING CONVERSATIONS WITH COMPUTING DEVICES
    1.
    发明申请
    DETECTING CONTINUING CONVERSATIONS WITH COMPUTING DEVICES 有权

    公开(公告)号：US20220414333A1

    公开(公告)日：2022-12-29

    申请号：US17902543

    申请日：2022-09-02

    Applicant: GOOGLE LLC

    Inventor： Nathan David Howard ,  Gabor Simko ,  Andrei Giurgiu ,  Behshad Behzadi ,  Marcin M. Nowak-Przygodzki

    IPC: G06F40/284 ,  G06F16/903 ,  G06F16/901 ,  G06N5/02 ,  G10L15/22 ,  G10L25/51 ,  G10L15/08

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for detecting a continued conversation are disclosed. In one aspect, a method includes the actions of receiving first audio data of a first utterance. The actions further include obtaining a first transcription of the first utterance. The actions further include receiving second audio data of a second utterance. The actions further include obtaining a second transcription of the second utterance. The actions further include determining whether the second utterance includes a query directed to a query processing system based on analysis of the second transcription and the first transcription or a response to the first query. The actions further include configuring the data routing component to provide the second transcription of the second utterance to the query processing system as a second query or bypass routing the second transcription.

    Detecting conversations with computing devices
    2.
    发明授权
    Detecting conversations with computing devices 有权

    公开(公告)号：US12223950B2

    公开(公告)日：2025-02-11

    申请号：US18144694

    申请日：2023-05-08

    Applicant: GOOGLE LLC

    Inventor： Marcin Nowak-Przygodzki ,  Nathan David Howard ,  Gabor Simko ,  Andrei Giurgiu ,  Behshad Behzadi

    IPC: G10L15/18 ,  G06F16/9032 ,  G10L15/07 ,  G10L15/08 ,  G10L15/22 ,  G10L25/51

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for detecting a continued conversation are disclosed. In one aspect, a method includes the actions of receiving first audio data of a first utterance. The actions further include obtaining a first transcription of the first utterance. The actions further include receiving second audio data of a second utterance. The actions further include obtaining a second transcription of the second utterance. The actions further include determining whether the second utterance includes a query directed to a query processing system based on analysis of the second transcription and the first transcription or a response to the first query. The actions further include configuring the data routing component to provide the second transcription of the second utterance to the query processing system as a second query or bypass routing the second transcription.

    Utterance classifier
    4.
    发明授权
    Utterance classifier 有权

    公开(公告)号：US11545147B2

    公开(公告)日：2023-01-03

    申请号：US16401349

    申请日：2019-05-02

    Applicant: Google LLC

    Inventor： Nathan David Howard ,  Gabor Simko ,  Maria Carolina Parada San Martin ,  Ramkarthik Kalyanasundaram ,  Guru Prakash Arumugam ,  Srinivas Vasudevan

    IPC: G10L15/08 ,  G10L15/22 ,  G06F3/16 ,  G10L15/16 ,  G10L15/18 ,  G10L15/30 ,  G10L17/00

    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media for classification using neural networks. One method includes receiving audio data corresponding to an utterance. Obtaining a transcription of the utterance. Generating a representation of the audio data. Generating a representation of the transcription of the utterance. Providing (i) the representation of the audio data and (ii) the representation of the transcription of the utterance to a classifier that, based on a given representation of the audio data and a given representation of the transcription of the utterance, is trained to output an indication of whether the utterance associated with the given representation is likely directed to an automated assistance or is likely not directed to an automated assistant. Receiving, from the classifier, an indication of whether the utterance corresponding to the received audio data is likely directed to the automated assistant or is likely not directed to the automated assistant. Selectively instructing the automated assistant based at least on the indication of whether the utterance corresponding to the received audio data is likely directed to the automated assistant or is likely not directed to the automated assistant.

    UTTERANCE CLASSIFIER
    6.
    发明申请
    UTTERANCE CLASSIFIER 有权

    公开(公告)号：US20220293101A1

    公开(公告)日：2022-09-15

    申请号：US17804657

    申请日：2022-05-31

    Applicant: Google LLC

    Inventor： Nathan David Howard ,  Gabor Simko ,  Maria Carolina Parada San Martin ,  Ramkarthik Kalyanasundaram ,  Guru Prakash Arumugam ,  Srinivas Vasudevan

    IPC: G10L15/22 ,  G06F3/16 ,  G10L15/16 ,  G10L15/18 ,  G10L15/30

    Abstract: A method includes receiving a spoken utterance that includes a plurality of words, and generating, using a neural network-based utterance classifier comprising a stack of multiple Long-Short Term Memory (LSTM) layers, a respective textual representation for each word of the of the plurality of words of the spoken utterance. The neural network-based utterance classifier trained on negative training examples of spoken utterances not directed toward an automated assistant server. The method further including determining, using the respective textual representation generated for each word of the plurality of words of the spoken utterance, that the spoken utterance is one of directed toward the automated assistant server or not directed toward the automated assistant server, and when the spoken utterance is directed toward the automated assistant server, generating instructions that cause the automated assistant server to generate a response to the spoken utterance.

    Utterance classifier
    7.
    发明授权
    Utterance classifier 有权

    公开(公告)号：US10311872B2

    公开(公告)日：2019-06-04

    申请号：US15659016

    申请日：2017-07-25

    Applicant: Google LLC

    Inventor： Nathan David Howard ,  Gabor Simko ,  Maria Carolina Parada San Martin ,  Ramkarthik Kalyanasundaram ,  Guru Prakash Arumugam ,  Srinivas Vasudevan

    IPC: G10L15/08 ,  G10L15/22 ,  G10L15/16 ,  G10L15/30 ,  G10L15/18

    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media for classification using neural networks. One method includes receiving audio data corresponding to an utterance. Obtaining a transcription of the utterance. Generating a representation of the audio data. Generating a representation of the transcription of the utterance. Providing (i) the representation of the audio data and (ii) the representation of the transcription of the utterance to a classifier that, based on a given representation of the audio data and a given representation of the transcription of the utterance, is trained to output an indication of whether the utterance associated with the given representation is likely directed to an automated assistance or is likely not directed to an automated assistant. Receiving, from the classifier, an indication of whether the utterance corresponding to the received audio data is likely directed to the automated assistant or is likely not directed to the automated assistant. Selectively instructing the automated assistant based at least on the indication of whether the utterance corresponding to the received audio data is likely directed to the automated assistant or is likely not directed to the automated assistant.

    Detecting continuing conversations with computing devices
    9.
    发明授权
    Detecting continuing conversations with computing devices 有权

    公开(公告)号：US11436411B2

    公开(公告)日：2022-09-06

    申请号：US16698350

    申请日：2019-11-27

    Applicant: Google LLC

    Inventor： Nathan David Howard ,  Gabor Simko ,  Andrei Giurgiu ,  Behshad Behzadi ,  Marcin M. Nowak-Przygodzki

    IPC: G06F40/284 ,  G06F16/903 ,  G06F16/901 ,  G06N5/02 ,  G10L15/22 ,  G10L25/51 ,  G10L15/08

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for detecting a continued conversation are disclosed. In one aspect, a method includes the actions of receiving first audio data of a first utterance. The actions further include obtaining a first transcription of the first utterance. The actions further include receiving second audio data of a second utterance. The actions further include obtaining a second transcription of the second utterance. The actions further include determining whether the second utterance includes a query directed to a query processing system based on analysis of the second transcription and the first transcription or a response to the first query. The actions further include configuring the data routing component to provide the second transcription of the second utterance to the query processing system as a second query or bypass routing the second transcription.

    DETECTING CONTINUING CONVERSATIONS WITH COMPUTING DEVICES
    10.
    发明申请
    DETECTING CONTINUING CONVERSATIONS WITH COMPUTING DEVICES 审中-公开

    公开(公告)号：US20200272690A1

    公开(公告)日：2020-08-27

    申请号：US16698350

    申请日：2019-11-27

    Applicant: Google LLC

    Inventor： Nathan David Howard ,  Gabor Simko ,  Andrei Giurgiu ,  Behshad Behzadi ,  Marcin M. Nowak-Przygodzki

    IPC: G06F17/27 ,  G06F16/903 ,  G06F16/901 ,  G06N5/02

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for detecting a continued conversation are disclosed. In one aspect, a method includes the actions of receiving first audio data of a first utterance. The actions further include obtaining a first transcription of the first utterance. The actions further include receiving second audio data of a second utterance. The actions further include obtaining a second transcription of the second utterance. The actions further include determining whether the second utterance includes a query directed to a query processing system based on analysis of the second transcription and the first transcription or a response to the first query. The actions further include configuring the data routing component to provide the second transcription of the second utterance to the query processing system as a second query or bypass routing the second transcription.

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