公开(公告)号：US11488578B2

公开(公告)日：2022-11-01

申请号：US17205121

申请日：2021-03-18

Applicant: Beijing Baidu Netcom Science and Technology Co., Ltd.

Inventor： Zhijie Chen ,  Tao Sun ,  Lei Jia

IPC: G10L13/00 ,  G10L13/047 ,  G10L13/10 ,  G10L25/18 ,  G10L25/30

Abstract: The present application discloses a method and an apparatus for training a speech spectrum generation model, as well as an electronic device, and relates to the technical field of speech synthesis and deep learning. A specific implementation is as follows: inputting a first text sequence into the speech spectrum generation model to generate an analog spectrum sequence corresponding to the first text sequence, and obtain a first loss value of the analog spectrum sequence according to a preset loss function; inputting the analog spectrum sequence corresponding to the first text sequence into an adversarial loss function model, which is a generative adversarial network model, to obtain a second loss value of the analog spectrum sequence; and training the speech spectrum generation model based on the first loss value and the second loss value.

公开(公告)号：US12118989B2

公开(公告)日：2024-10-15

申请号：US17507437

申请日：2021-10-21

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Xu Chen ,  Jinfeng Bai ,  Runqiang Han ,  Lei Jia

IPC: G10L15/20 ,  G06N3/084 ,  G10L15/06 ,  G10L15/22 ,  G10L21/0208 ,  G10L21/0232 ,  G10L21/038 ,  G10L25/30

CPC classification number: G10L15/20 ,  G06N3/084 ,  G10L15/063 ,  G10L15/22 ,  G10L21/0232 ,  G10L21/038 ,  G10L25/30 ,  G10L2021/02082

Abstract: The present disclosure provides a speech processing method, and a method for generating a speech processing model, related to a field of signal processing technologies. The speech processing method includes: obtaining M speech signals to be processed and N reference signals; performing sub-band decomposition on each of the M speech signals and each of the N reference signals to obtain frequency-band components in each speech signal and each reference signal; processing the frequency-band components in each speech signal and each reference signal by using an echo cancellation model, to obtain an ideal ratio mask corresponding to the N reference signals in each frequency band of each speech signal; and performing echo cancellation on each frequency-band component of each speech signal based on the ideal ratio mask corresponding to the N reference signals in each frequency band of each speech signal, to obtain M echo-cancelled speech signals.

公开(公告)号：US11823662B2

公开(公告)日：2023-11-21

申请号：US17158726

申请日：2021-01-26

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Cong Gao ,  Saisai Zou ,  Jinfeng Bai ,  Lei Jia

IPC: G10L15/00 ,  G10L15/08 ,  G10L15/22 ,  G10L15/02 ,  G10L15/14

CPC classification number: G10L15/08 ,  G10L15/22 ,  G10L15/02 ,  G10L15/14 ,  G10L2015/088

Abstract: The present disclosure discloses a control method and a control apparatus for speech interaction. The detailed implementation solution of the control method for the speech interaction includes: collecting an audio signal; detecting a wake-up word in the audio signal to obtain a wake-up word result; and playing a prompt tone and/or executing a speech instruction in the audio signal based on the wake-up word result.

公开(公告)号：US11735168B2

公开(公告)日：2023-08-22

申请号：US17209681

申请日：2021-03-23

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Xin Li ,  Bin Huang ,  Ce Zhang ,  Jinfeng Bai ,  Lei Jia

IPC: G10L15/16 ,  G06N3/08 ,  G10L15/06 ,  G10L15/197 ,  G10L15/22 ,  G10L15/32 ,  G10L25/18 ,  G10L15/20

CPC classification number: G10L15/16 ,  G06N3/08 ,  G10L15/063 ,  G10L15/197 ,  G10L15/22 ,  G10L15/32 ,  G10L25/18 ,  G10L15/20 ,  G10L2015/0631

Abstract: A method and an apparatus for recognizing a voice are provided. The method may include: inputting a target voice into a pre-trained voice recognition model to obtain an initial text output by at least one recognition network in the voice recognition model, the recognition network including a plurality of preset types of processing layers, and at least one type of processing layer of the recognition network being obtained by training based on a voice sample in a preset direction interval; and determining a voice recognition result of the target voice, based on the initial text.

公开(公告)号：US11615784B2

公开(公告)日：2023-03-28

申请号：US17118869

申请日：2020-12-11

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Cong Gao ,  Saisai Zou ,  Jinfeng Bai ,  Lei Jia

IPC: G10L15/00 ,  G10L15/08 ,  G10L15/22 ,  G10L15/02 ,  G10L15/14

Abstract: The present disclosure discloses a control method and a control apparatus for speech interaction. The detailed implementation solution of the control method for the speech interaction includes: collecting an audio signal; detecting a wake-up word in the audio signal to obtain a wake-up word result; and playing a prompt tone and/or executing a speech instruction in the audio signal based on the wake-up word result.

公开(公告)号：US20210210113A1

公开(公告)日：2021-07-08

申请号：US17208387

申请日：2021-03-22

Applicant: Beijing Baidu Netcom Science and Technology Co., Ltd.

Inventor： Xin Li ,  Bin Huang ,  Ce Zhang ,  Jinfeng Bai ,  Lei Jia

IPC: G10L25/30 ,  G10L15/02 ,  G10L25/78

Abstract: The present disclosure provides a method and apparatus for detecting a voice, relates to the fields of voice processing and deep learning technology. The method may include: acquiring a target voice; and inputting the target voice into a pre-trained deep neural network to obtain whether the target voice has a sub-voice in each of a plurality of preset direction intervals, the deep neural network being used to predict whether the voice has a sub-voice in each of the plurality of direction intervals.