CN101136199A - 语音数据处理方法和设备 - Google Patents
语音数据处理方法和设备 Download PDFInfo
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/90—Pitch determination of speech signals
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- Human Computer Interaction (AREA)
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- Acoustics & Sound (AREA)
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- Electrically Operated Instructional Devices (AREA)
Abstract
Description
i | u | ǔ | a | o | e | ||
F1 | 男声 | 290 | 380 | 290 | 1000 | 530 | 540 |
女声 | 320 | 420 | 320 | 1230 | 720 | 75O | |
F2 | 男声 | 2360 | 440 | 2160 | 1160 | 670 | 1040 |
女声 | 2800 | 650 | 2580 | 1350 | 930 | 122O | |
F3 | 男声 | 3570 | 3660 | 3460 | 3120 | 3310 | 3170 |
女声 | 3780 | 3120 | 700 | 2830 | 2930 | 3030 |
任务 | 错误率(%) | |
人名 | 基线*** | 5.72 |
参数法 | 5.52 | |
线性搜索 | 5.33 | |
VTLS | 4.86 | |
股票名称 | 基线*** | 1.94 |
参数法 | 1.91 | |
线性搜索 | 1.85 | |
VTLS | 1.78 | |
数字 | 基线*** | 3.32 |
参数法 | 3.21 | |
线性搜索 | 3.16 | |
VTLS | 3.11 |
Claims (25)
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CN2006101151964A CN101136199B (zh) | 2006-08-30 | 2006-08-30 | 语音数据处理方法和设备 |
US11/780,607 US7957959B2 (en) | 2006-08-30 | 2007-07-20 | Method and apparatus for processing speech data with classification models |
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CN2006101151964A CN101136199B (zh) | 2006-08-30 | 2006-08-30 | 语音数据处理方法和设备 |
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CN101136199A true CN101136199A (zh) | 2008-03-05 |
CN101136199B CN101136199B (zh) | 2011-09-07 |
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WO2010108458A1 (zh) * | 2009-03-27 | 2010-09-30 | 华为技术有限公司 | 音频信号的分类方法及装置 |
CN102404462A (zh) * | 2010-09-08 | 2012-04-04 | 北京商路通信息技术有限公司 | 一种用于电话外拨***的呼叫进程分析方法和设备 |
CN102543080A (zh) * | 2010-12-24 | 2012-07-04 | 索尼公司 | 音频编辑***和音频编辑方法 |
CN104269177A (zh) * | 2014-09-22 | 2015-01-07 | 联想(北京)有限公司 | 一种语音处理方法及电子设备 |
CN104267920A (zh) * | 2014-09-29 | 2015-01-07 | 北京奇艺世纪科技有限公司 | 用户识别方法、装置、***及显示模式切换方法、装置 |
CN105895078A (zh) * | 2015-11-26 | 2016-08-24 | 乐视致新电子科技(天津)有限公司 | 动态选择语音模型的语音识别方法及装置 |
CN102543080B (zh) * | 2010-12-24 | 2016-12-14 | 索尼公司 | 音频编辑***和音频编辑方法 |
CN106663430A (zh) * | 2014-09-08 | 2017-05-10 | 高通股份有限公司 | 使用用户指定关键词的说话者不相依关键词模型的关键词检测 |
CN107039051A (zh) * | 2016-02-03 | 2017-08-11 | 重庆工商职业学院 | 基于蚁群优化的基音频率检测方法 |
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CN108899013A (zh) * | 2018-06-27 | 2018-11-27 | 广州视源电子科技股份有限公司 | 语音搜索方法、装置和语音识别*** |
CN113094483A (zh) * | 2021-03-30 | 2021-07-09 | 东风柳州汽车有限公司 | 车辆反馈信息的处理方法、装置、终端设备及存储介质 |
CN115206142A (zh) * | 2022-06-10 | 2022-10-18 | 深圳大学 | 一种基于共振峰的语音训练方法及*** |
WO2023036283A1 (zh) * | 2021-09-10 | 2023-03-16 | 广州视源电子科技股份有限公司 | 一种在线课堂交互的方法及在线课堂*** |
CN117337465A (zh) * | 2021-05-18 | 2024-01-02 | 鲍里斯·弗里特曼-明茨 | 人类发出的谐波声音的识别或合成 |
CN117351988A (zh) * | 2023-12-06 | 2024-01-05 | 方图智能(深圳)科技集团股份有限公司 | 一种基于数据分析的远程音频信息处理方法及*** |
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US7567903B1 (en) | 2005-01-12 | 2009-07-28 | At&T Intellectual Property Ii, L.P. | Low latency real-time vocal tract length normalization |
JP2012503212A (ja) * | 2008-09-19 | 2012-02-02 | ニューサウス イノベーションズ ピーティーワイ リミテッド | オーディオ信号分析方法 |
US8412525B2 (en) * | 2009-04-30 | 2013-04-02 | Microsoft Corporation | Noise robust speech classifier ensemble |
US8831942B1 (en) * | 2010-03-19 | 2014-09-09 | Narus, Inc. | System and method for pitch based gender identification with suspicious speaker detection |
US8515758B2 (en) | 2010-04-14 | 2013-08-20 | Microsoft Corporation | Speech recognition including removal of irrelevant information |
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CN102760444B (zh) * | 2012-04-25 | 2014-06-11 | 清华大学 | 基于支撑向量机的基带时域音频信号分类方法 |
CN102799899B (zh) * | 2012-06-29 | 2014-12-10 | 北京理工大学 | 基于svm和gmm的特定音频事件分层泛化识别方法 |
US9263030B2 (en) * | 2013-01-23 | 2016-02-16 | Microsoft Technology Licensing, Llc | Adaptive online feature normalization for speech recognition |
US9792899B2 (en) * | 2014-07-15 | 2017-10-17 | International Business Machines Corporation | Dataset shift compensation in machine learning |
US9953646B2 (en) | 2014-09-02 | 2018-04-24 | Belleau Technologies | Method and system for dynamic speech recognition and tracking of prewritten script |
JP6550473B2 (ja) * | 2015-12-21 | 2019-07-24 | シャープ株式会社 | スピーカの配置位置提示装置 |
CN105513597B (zh) * | 2015-12-30 | 2018-07-10 | 百度在线网络技术(北京)有限公司 | 声纹认证处理方法及装置 |
US9990926B1 (en) * | 2017-03-13 | 2018-06-05 | Intel Corporation | Passive enrollment method for speaker identification systems |
JP6996570B2 (ja) * | 2017-11-29 | 2022-01-17 | 日本電信電話株式会社 | 緊急度推定装置、緊急度推定方法、プログラム |
JP6725186B2 (ja) * | 2018-02-20 | 2020-07-15 | 三菱電機株式会社 | 学習装置、音声区間検出装置および音声区間検出方法 |
CN109001702B (zh) * | 2018-06-04 | 2022-05-13 | 桂林电子科技大学 | 无载波超宽带雷达人体动作识别方法 |
US11017782B2 (en) | 2018-11-14 | 2021-05-25 | XMOS Ltd. | Speaker classification |
KR102203786B1 (ko) * | 2019-11-14 | 2021-01-15 | 오로라월드 주식회사 | 스마트 토이를 이용한 인터렉션 서비스 제공방법 및 시스템 |
CN111261197B (zh) * | 2020-01-13 | 2022-11-25 | 中航华东光电(上海)有限公司 | 一种复杂噪声场景下的实时语音段落追踪方法 |
US11348591B1 (en) * | 2021-09-23 | 2022-05-31 | King Abdulaziz University | Dialect based speaker identification |
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US4941178A (en) | 1986-04-01 | 1990-07-10 | Gte Laboratories Incorporated | Speech recognition using preclassification and spectral normalization |
JP2986792B2 (ja) * | 1998-03-16 | 1999-12-06 | 株式会社エイ・ティ・アール音声翻訳通信研究所 | 話者正規化処理装置及び音声認識装置 |
US6836761B1 (en) | 1999-10-21 | 2004-12-28 | Yamaha Corporation | Voice converter for assimilation by frame synthesis with temporal alignment |
JP2002128262A (ja) | 2000-10-30 | 2002-05-09 | Ito Denki Kk | コンベヤ用ローラ |
US20040117181A1 (en) * | 2002-09-24 | 2004-06-17 | Keiko Morii | Method of speaker normalization for speech recognition using frequency conversion and speech recognition apparatus applying the preceding method |
US7275030B2 (en) | 2003-06-23 | 2007-09-25 | International Business Machines Corporation | Method and apparatus to compensate for fundamental frequency changes and artifacts and reduce sensitivity to pitch information in a frame-based speech processing system |
US7328154B2 (en) | 2003-08-13 | 2008-02-05 | Matsushita Electrical Industrial Co., Ltd. | Bubble splitting for compact acoustic modeling |
CN1811911B (zh) * | 2005-01-28 | 2010-06-23 | 北京捷通华声语音技术有限公司 | 自适应的语音变换处理方法 |
-
2006
- 2006-08-30 CN CN2006101151964A patent/CN101136199B/zh not_active Expired - Fee Related
-
2007
- 2007-07-20 US US11/780,607 patent/US7957959B2/en active Active
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CN117337465A (zh) * | 2021-05-18 | 2024-01-02 | 鲍里斯·弗里特曼-明茨 | 人类发出的谐波声音的识别或合成 |
CN117337465B (zh) * | 2021-05-18 | 2024-07-19 | 鲍里斯·弗里特曼-明茨 | 人类发出的谐波声音的识别或合成 |
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CN117351988A (zh) * | 2023-12-06 | 2024-01-05 | 方图智能(深圳)科技集团股份有限公司 | 一种基于数据分析的远程音频信息处理方法及*** |
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US20080059156A1 (en) | 2008-03-06 |
CN101136199B (zh) | 2011-09-07 |
US7957959B2 (en) | 2011-06-07 |
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