CN112133291B - 一种语种识别模型训练、语种识别的方法和相关装置 - Google Patents
一种语种识别模型训练、语种识别的方法和相关装置 Download PDFInfo
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- CN112133291B CN112133291B CN201910487339.1A CN201910487339A CN112133291B CN 112133291 B CN112133291 B CN 112133291B CN 201910487339 A CN201910487339 A CN 201910487339A CN 112133291 B CN112133291 B CN 112133291B
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- 238000012549 training Methods 0.000 title claims abstract description 76
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- 239000013598 vector Substances 0.000 claims abstract description 235
- 238000013528 artificial neural network Methods 0.000 claims abstract description 81
- 230000006870 function Effects 0.000 claims description 80
- 238000003062 neural network model Methods 0.000 claims description 22
- 238000012216 screening Methods 0.000 claims description 7
- 230000007787 long-term memory Effects 0.000 claims description 4
- 230000006403 short-term memory Effects 0.000 claims description 4
- 230000008569 process Effects 0.000 abstract description 11
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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
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
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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
- G10L15/005—Language recognition
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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
- G10L15/16—Speech classification or search using artificial neural networks
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CN112669215A (zh) * | 2021-01-05 | 2021-04-16 | 北京金山云网络技术有限公司 | 一种训练文本图像生成模型、文本图像生成的方法和装置 |
CN115660037A (zh) * | 2022-10-26 | 2023-01-31 | 广东东方思维科技有限公司 | 一种通过深度神经网络模型进行判别的方法 |
Citations (5)
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CN104143329A (zh) * | 2013-08-19 | 2014-11-12 | 腾讯科技(深圳)有限公司 | 进行语音关键词检索的方法及装置 |
CN104143328A (zh) * | 2013-08-15 | 2014-11-12 | 腾讯科技(深圳)有限公司 | 一种关键词检测方法和装置 |
CN107481717A (zh) * | 2017-08-01 | 2017-12-15 | 百度在线网络技术(北京)有限公司 | 一种声学模型训练方法及系统 |
CN108364662A (zh) * | 2017-12-29 | 2018-08-03 | 中国科学院自动化研究所 | 基于成对鉴别任务的语音情感识别方法与系统 |
CN108682417A (zh) * | 2018-05-14 | 2018-10-19 | 中国科学院自动化研究所 | 语音识别中的小数据语音声学建模方法 |
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US7321852B2 (en) * | 2003-10-28 | 2008-01-22 | International Business Machines Corporation | System and method for transcribing audio files of various languages |
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Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104143328A (zh) * | 2013-08-15 | 2014-11-12 | 腾讯科技(深圳)有限公司 | 一种关键词检测方法和装置 |
CN104143329A (zh) * | 2013-08-19 | 2014-11-12 | 腾讯科技(深圳)有限公司 | 进行语音关键词检索的方法及装置 |
CN107481717A (zh) * | 2017-08-01 | 2017-12-15 | 百度在线网络技术(北京)有限公司 | 一种声学模型训练方法及系统 |
CN108364662A (zh) * | 2017-12-29 | 2018-08-03 | 中国科学院自动化研究所 | 基于成对鉴别任务的语音情感识别方法与系统 |
CN108682417A (zh) * | 2018-05-14 | 2018-10-19 | 中国科学院自动化研究所 | 语音识别中的小数据语音声学建模方法 |
Non-Patent Citations (2)
Title |
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Generative Adversarial Networks based X-vector Augmentation for Robust Probabilistic Linear Discriminant Analysis in Speaker Verification;Yexin Yang et al.;2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP);全文 * |
基于深度神经网络的语种识别;崔瑞莲;宋彦;蒋兵;戴礼荣;;模式识别与人工智能(第12期);全文 * |
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