公开(公告)号：WO2017164954A1

公开(公告)日：2017-09-28

申请号：PCT/US2016/068800

申请日：2016-12-28

Applicant: GOOGLE INC.

Inventor： LI, Bo ,  WEISS, Ron J. ,  BACCHIANI, Michiel A.U. ,  SAINATH, Tara N. ,  WILSON, Kevin William

IPC: G10L15/20 ,  G10L21/0216 ,  G10L15/16

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for neural network adaptive beamforming for multichannel speech recognition are disclosed. In one aspect, a method includes the actions of receiving a first channel of audio data corresponding to an utterance and a second channel of audio data corresponding to the utterance. The actions further include generating a first set of filter parameters for a first filter based on the first channel of audio data and the second channel of audio data and a second set of filter parameters for a second filter based on the first channel of audio data and the second channel of audio data. The actions further include generating a single combined channel of audio data. The actions further include inputting the audio data to a neural network. The actions further include providing a transcription for the utterance.

Abstract translation: 公开了用于多声道语音识别的神经网络自适应波束成形的方法，系统和装置，包括编码在计算机存储介质上的计算机程序。 在一个方面，一种方法包括以下动作：接收对应于话语的第一音频数据通道和对应于话语的音频数据的第二通道。 该动作还包括基于音频数据的第一声道和第二声道数据生成用于第一滤波器的第一组滤波器参数，并基于第一声道数据生成用于第二滤波器的第二组滤波器参数，以及 音频数据的第二个通道。 该动作还包括生成音频数据的单个组合频道。 该动作还包括将音频数据输入到神经网络。 这些行动还包括为话语提供转录。

公开(公告)号：WO2012154470A1

公开(公告)日：2012-11-15

申请号：PCT/US2012/036140

申请日：2012-05-02

Applicant: GOOGLE INC. ,  HEITZ, Geremy A., III ,  BERENZWEIG, Adam ,  WESTON, Jason E. ,  WEISS, Ron J. ,  GOLDMAN, Sally A. ,  WALTERS, Thomas ,  BENGIO, Samy ,  ECK, Douglas ,  PONTE, Jay M. ,  RIFKIN, Ryan M.

Inventor： HEITZ, Geremy A., III ,  BERENZWEIG, Adam ,  WESTON, Jason E. ,  WEISS, Ron J. ,  GOLDMAN, Sally A. ,  WALTERS, Thomas ,  BENGIO, Samy ,  ECK, Douglas ,  PONTE, Jay M. ,  RIFKIN, Ryan M.

IPC: G06F17/30

CPC classification number: G06F17/30772 ,  G06F17/30743

Abstract: Generating a playlist may include designating a seed track in an audio library; identifying audio tracks in the audio library having constructs that are within a range of a corresponding construct of the seed track, where the constructs for the audio tracks are derived from frequency representations of the audio tracks, and the corresponding construct for the seed track is derived from a frequency representation of the seed track; and generating the playlist using at least some of the audio tracks that were identified.

Abstract translation: 生成播放列表可以包括在音频库中指定种子轨道; 识别具有在种子轨道的对应构造的范围内的构造的音频库中的音频轨道，其中音频轨道的构造从音频轨道的频率表示导出，并且导出种子轨道的相应构造 从种子轨迹的频率表示; 以及使用所识别的至少一些音轨生成播放列表。

公开(公告)号：EP2707815A1

公开(公告)日：2014-03-19

申请号：EP12722228.9

申请日：2012-05-02

Applicant: Google Inc.

Inventor： HEITZ, Geremy A., III ,  BERENZWEIG, Adam ,  WESTON, Jason E. ,  WEISS, Ron J. ,  GOLDMAN, Sally A. ,  WALTERS, Thomas ,  BENGIO, Samy ,  ECK, Douglas ,  PONTE, Jay M. ,  RIFKIN, Ryan M.

IPC: G06F17/30

CPC classification number: G06F17/30772 ,  G06F17/30743

Abstract: Generating a playlist may include designating a seed track in an audio library; identifying audio tracks in the audio library having constructs that are within a range of a corresponding construct of the seed track, where the constructs for the audio tracks are derived from frequency representations of the audio tracks, and the corresponding construct for the seed track is derived from a frequency representation of the seed track; and generating the playlist using at least some of the audio tracks that were identified.