JP5072206B2 - 音声分類および音声認識のための隠れ条件付確率場モデル - Google Patents
音声分類および音声認識のための隠れ条件付確率場モデル Download PDFInfo
- Publication number
- JP5072206B2 JP5072206B2 JP2005268550A JP2005268550A JP5072206B2 JP 5072206 B2 JP5072206 B2 JP 5072206B2 JP 2005268550 A JP2005268550 A JP 2005268550A JP 2005268550 A JP2005268550 A JP 2005268550A JP 5072206 B2 JP5072206 B2 JP 5072206B2
- Authority
- JP
- Japan
- Prior art keywords
- state
- score
- trellis
- computer
- values
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 238000000034 method Methods 0.000 claims abstract description 18
- 230000005236 sound signal Effects 0.000 claims description 10
- 230000007704 transition Effects 0.000 claims description 10
- 238000012545 processing Methods 0.000 claims description 6
- 230000003252 repetitive effect Effects 0.000 claims 3
- 238000012549 training Methods 0.000 abstract description 26
- 238000004891 communication Methods 0.000 description 10
- 238000010586 diagram Methods 0.000 description 10
- 230000003287 optical effect Effects 0.000 description 5
- 238000000605 extraction Methods 0.000 description 4
- 238000005457 optimization Methods 0.000 description 4
- 230000002093 peripheral effect Effects 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 239000000284 extract Substances 0.000 description 2
- 230000007246 mechanism Effects 0.000 description 2
- 239000007787 solid Substances 0.000 description 2
- CDFKCKUONRRKJD-UHFFFAOYSA-N 1-(3-chlorophenoxy)-3-[2-[[3-(3-chlorophenoxy)-2-hydroxypropyl]amino]ethylamino]propan-2-ol;methanesulfonic acid Chemical compound CS(O)(=O)=O.CS(O)(=O)=O.C=1C=CC(Cl)=CC=1OCC(O)CNCCNCC(O)COC1=CC=CC(Cl)=C1 CDFKCKUONRRKJD-UHFFFAOYSA-N 0.000 description 1
- 238000007476 Maximum Likelihood Methods 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000001143 conditioned effect Effects 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000002372 labelling Methods 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 238000013138 pruning Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
Images
Classifications
-
- 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
- G10L15/14—Speech classification or search using statistical models, e.g. Hidden Markov Models [HMMs]
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Human Computer Interaction (AREA)
- Computational Linguistics (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Probability & Statistics with Applications (AREA)
- Acoustics & Sound (AREA)
- Multimedia (AREA)
- Machine Translation (AREA)
- Electrically Operated Instructional Devices (AREA)
- Fittings On The Vehicle Exterior For Carrying Loads, And Devices For Holding Or Mounting Articles (AREA)
- Document Processing Apparatus (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US10/966,047 | 2004-10-15 | ||
| US10/966,047 US7627473B2 (en) | 2004-10-15 | 2004-10-15 | Hidden conditional random field models for phonetic classification and speech recognition |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2006113570A JP2006113570A (ja) | 2006-04-27 |
| JP2006113570A5 JP2006113570A5 (enExample) | 2008-10-30 |
| JP5072206B2 true JP5072206B2 (ja) | 2012-11-14 |
Family
ID=35520793
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2005268550A Expired - Fee Related JP5072206B2 (ja) | 2004-10-15 | 2005-09-15 | 音声分類および音声認識のための隠れ条件付確率場モデル |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US7627473B2 (enExample) |
| EP (1) | EP1647970B1 (enExample) |
| JP (1) | JP5072206B2 (enExample) |
| KR (1) | KR101153078B1 (enExample) |
| CN (1) | CN1760974B (enExample) |
| AT (1) | ATE487212T1 (enExample) |
| DE (1) | DE602005024497D1 (enExample) |
Families Citing this family (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8751226B2 (en) | 2006-06-29 | 2014-06-10 | Nec Corporation | Learning a verification model for speech recognition based on extracted recognition and language feature information |
| KR100774800B1 (ko) * | 2006-09-06 | 2007-11-07 | 한국정보통신대학교 산학협력단 | 포아송 폴링 기법을 이용한 세그먼트 단위의 음성/비음성분류 방법 및 장치 |
| WO2008105263A1 (ja) * | 2007-02-28 | 2008-09-04 | Nec Corporation | 重み係数学習システム及び音声認識システム |
| US7509163B1 (en) * | 2007-09-28 | 2009-03-24 | International Business Machines Corporation | Method and system for subject-adaptive real-time sleep stage classification |
| KR101230183B1 (ko) * | 2008-07-14 | 2013-02-15 | 광운대학교 산학협력단 | 오디오 신호의 상태결정 장치 |
| US20100076978A1 (en) * | 2008-09-09 | 2010-03-25 | Microsoft Corporation | Summarizing online forums into question-context-answer triples |
| US8140328B2 (en) * | 2008-12-01 | 2012-03-20 | At&T Intellectual Property I, L.P. | User intention based on N-best list of recognition hypotheses for utterances in a dialog |
| US8306806B2 (en) * | 2008-12-02 | 2012-11-06 | Microsoft Corporation | Adaptive web mining of bilingual lexicon |
| US8473430B2 (en) * | 2010-01-29 | 2013-06-25 | Microsoft Corporation | Deep-structured conditional random fields for sequential labeling and classification |
| US9355683B2 (en) | 2010-07-30 | 2016-05-31 | Samsung Electronics Co., Ltd. | Audio playing method and apparatus |
| US9031844B2 (en) | 2010-09-21 | 2015-05-12 | Microsoft Technology Licensing, Llc | Full-sequence training of deep structures for speech recognition |
| US9164983B2 (en) | 2011-05-27 | 2015-10-20 | Robert Bosch Gmbh | Broad-coverage normalization system for social media language |
| CN104933048B (zh) * | 2014-03-17 | 2018-08-31 | 联想(北京)有限公司 | 一种语音信息处理方法、装置和电子设备 |
| US9785891B2 (en) * | 2014-12-09 | 2017-10-10 | Conduent Business Services, Llc | Multi-task conditional random field models for sequence labeling |
| CN104700833A (zh) * | 2014-12-29 | 2015-06-10 | 芜湖乐锐思信息咨询有限公司 | 一种大数据语音分类方法 |
| US9875736B2 (en) | 2015-02-19 | 2018-01-23 | Microsoft Technology Licensing, Llc | Pre-training and/or transfer learning for sequence taggers |
| US11030407B2 (en) * | 2016-01-28 | 2021-06-08 | Rakuten, Inc. | Computer system, method and program for performing multilingual named entity recognition model transfer |
| US10311863B2 (en) * | 2016-09-02 | 2019-06-04 | Disney Enterprises, Inc. | Classifying segments of speech based on acoustic features and context |
| CN109829164B (zh) * | 2019-02-01 | 2020-05-22 | 北京字节跳动网络技术有限公司 | 用于生成文本的方法和装置 |
| CN110826320B (zh) * | 2019-11-28 | 2023-10-13 | 上海观安信息技术股份有限公司 | 一种基于文本识别的敏感数据发现方法及系统 |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP3285047B2 (ja) * | 1992-09-04 | 2002-05-27 | 日本電信電話株式会社 | 不特定話者用音声認識装置 |
| JPH06266389A (ja) * | 1993-03-10 | 1994-09-22 | N T T Data Tsushin Kk | 音素ラベリング装置 |
| JPH0990975A (ja) * | 1995-09-22 | 1997-04-04 | Nippon Telegr & Teleph Corp <Ntt> | パターン認識のためのモデル学習方法 |
| US6505152B1 (en) * | 1999-09-03 | 2003-01-07 | Microsoft Corporation | Method and apparatus for using formant models in speech systems |
-
2004
- 2004-10-15 US US10/966,047 patent/US7627473B2/en not_active Expired - Fee Related
-
2005
- 2005-08-10 KR KR1020050073159A patent/KR101153078B1/ko not_active Expired - Fee Related
- 2005-09-15 JP JP2005268550A patent/JP5072206B2/ja not_active Expired - Fee Related
- 2005-09-15 CN CN2005101099246A patent/CN1760974B/zh not_active Expired - Fee Related
- 2005-09-27 DE DE602005024497T patent/DE602005024497D1/de active Active
- 2005-09-27 EP EP05108905A patent/EP1647970B1/en not_active Not-in-force
- 2005-09-27 AT AT05108905T patent/ATE487212T1/de not_active IP Right Cessation
Also Published As
| Publication number | Publication date |
|---|---|
| ATE487212T1 (de) | 2010-11-15 |
| EP1647970B1 (en) | 2010-11-03 |
| KR101153078B1 (ko) | 2012-06-04 |
| CN1760974B (zh) | 2012-04-18 |
| EP1647970A1 (en) | 2006-04-19 |
| KR20060050361A (ko) | 2006-05-19 |
| DE602005024497D1 (de) | 2010-12-16 |
| US20060085190A1 (en) | 2006-04-20 |
| JP2006113570A (ja) | 2006-04-27 |
| CN1760974A (zh) | 2006-04-19 |
| US7627473B2 (en) | 2009-12-01 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP5072206B2 (ja) | 音声分類および音声認識のための隠れ条件付確率場モデル | |
| US11664020B2 (en) | Speech recognition method and apparatus | |
| US8280733B2 (en) | Automatic speech recognition learning using categorization and selective incorporation of user-initiated corrections | |
| JP4195428B2 (ja) | 多数の音声特徴を利用する音声認識 | |
| CN106463113B (zh) | 在语音辨识中预测发音 | |
| EP1199708B1 (en) | Noise robust pattern recognition | |
| JP4528535B2 (ja) | テキストから単語誤り率を予測するための方法および装置 | |
| EP1575030A1 (en) | New-word pronunciation learning using a pronunciation graph | |
| JP4515054B2 (ja) | 音声認識の方法および音声信号を復号化する方法 | |
| US7617104B2 (en) | Method of speech recognition using hidden trajectory Hidden Markov Models | |
| JP2004310098A (ja) | スイッチング状態空間型モデルによる変分推論を用いた音声認識の方法 | |
| WO2019126881A1 (en) | System and method for tone recognition in spoken languages | |
| KR20080018622A (ko) | 휴대용 단말기의 음성 인식 시스템 | |
| EP1557823A2 (en) | Method of setting posterior probability parameters for a switching state space model and method of speech recognition | |
| CN111816164A (zh) | 用于语音识别的方法及设备 | |
| CN116994570A (zh) | 语音识别模型的训练方法和装置、语音识别方法和装置 | |
| JP2008129527A (ja) | 音響モデル生成装置、方法、プログラム及びその記録媒体 | |
| JP4950600B2 (ja) | 音響モデル作成装置、その装置を用いた音声認識装置、これらの方法、これらのプログラム、およびこれらの記録媒体 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20080916 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20080916 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20110422 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20110721 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20120210 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20120510 |
|
| A602 | Written permission of extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A602 Effective date: 20120515 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20120608 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20120817 |
|
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20120821 |
|
| R150 | Certificate of patent or registration of utility model |
Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20150831 Year of fee payment: 3 |
|
| S111 | Request for change of ownership or part of ownership |
Free format text: JAPANESE INTERMEDIATE CODE: R313113 |
|
| R350 | Written notification of registration of transfer |
Free format text: JAPANESE INTERMEDIATE CODE: R350 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| LAPS | Cancellation because of no payment of annual fees |