CN109525787A - 面向直播场景的实时字幕翻译及***实现方法 - Google Patents
面向直播场景的实时字幕翻译及***实现方法 Download PDFInfo
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- CN109525787A CN109525787A CN201811523195.2A CN201811523195A CN109525787A CN 109525787 A CN109525787 A CN 109525787A CN 201811523195 A CN201811523195 A CN 201811523195A CN 109525787 A CN109525787 A CN 109525787A
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- 238000013527 convolutional neural network Methods 0.000 claims abstract description 26
- 238000012549 training Methods 0.000 claims abstract description 14
- 230000009466 transformation Effects 0.000 claims abstract description 4
- 238000011478 gradient descent method Methods 0.000 claims description 6
- 230000001537 neural effect Effects 0.000 claims description 5
- 125000004122 cyclic group Chemical group 0.000 claims description 3
- 238000012545 processing Methods 0.000 claims description 3
- 238000013519 translation Methods 0.000 abstract description 9
- 238000013518 transcription Methods 0.000 abstract description 5
- 230000035897 transcription Effects 0.000 abstract description 5
- 238000000034 method Methods 0.000 description 10
- 238000005516 engineering process Methods 0.000 description 8
- 230000014616 translation Effects 0.000 description 8
- 238000001228 spectrum Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 239000011159 matrix material Substances 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000004615 ingredient Substances 0.000 description 1
- 230000005764 inhibitory process Effects 0.000 description 1
- 230000007787 long-term memory Effects 0.000 description 1
- 230000006403 short-term memory Effects 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 238000010183 spectrum analysis Methods 0.000 description 1
Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/222—Studio circuitry; Studio devices; Studio equipment
- H04N5/262—Studio circuits, e.g. for mixing, switching-over, change of character of image, other special effects ; Cameras specially adapted for the electronic generation of special effects
- H04N5/278—Subtitling
-
- 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
- G10L15/26—Speech to text systems
-
- 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
- G10L17/00—Speaker identification or verification techniques
- G10L17/04—Training, enrolment or model building
-
- 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
- G10L17/00—Speaker identification or verification techniques
- G10L17/18—Artificial neural networks; Connectionist approaches
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- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- Acoustics & Sound (AREA)
- Computational Linguistics (AREA)
- Signal Processing (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Machine Translation (AREA)
Abstract
Description
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Priority Applications (1)
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CN201811523195.2A CN109525787B (zh) | 2018-12-13 | 2018-12-13 | 面向直播场景的实时字幕翻译及***实现方法 |
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CN201811523195.2A CN109525787B (zh) | 2018-12-13 | 2018-12-13 | 面向直播场景的实时字幕翻译及***实现方法 |
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CN109525787A true CN109525787A (zh) | 2019-03-26 |
CN109525787B CN109525787B (zh) | 2021-03-16 |
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CN201811523195.2A Active CN109525787B (zh) | 2018-12-13 | 2018-12-13 | 面向直播场景的实时字幕翻译及***实现方法 |
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110008927A (zh) * | 2019-04-15 | 2019-07-12 | 河南大华安防科技股份有限公司 | 一种基于深度学习模型Fast-Rcnn改进的警情自动化判定方法 |
WO2023020500A1 (zh) * | 2021-08-17 | 2023-02-23 | 中移(苏州)软件技术有限公司 | 一种语音分离方法、装置及存储介质 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104077336A (zh) * | 2013-05-09 | 2014-10-01 | 腾讯科技(深圳)有限公司 | 一种拖拽音频文件进行音频文件信息检索的方法和装置 |
CN106952649A (zh) * | 2017-05-14 | 2017-07-14 | 北京工业大学 | 基于卷积神经网络和频谱图的说话人识别方法 |
WO2017196931A1 (en) * | 2016-05-10 | 2017-11-16 | Google Llc | Frequency based audio analysis using neural networks |
CN108281139A (zh) * | 2016-12-30 | 2018-07-13 | 深圳光启合众科技有限公司 | 语音转写方法和装置、机器人 |
CN108564940A (zh) * | 2018-03-20 | 2018-09-21 | 平安科技(深圳)有限公司 | 语音识别方法、服务器及计算机可读存储介质 |
-
2018
- 2018-12-13 CN CN201811523195.2A patent/CN109525787B/zh active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104077336A (zh) * | 2013-05-09 | 2014-10-01 | 腾讯科技(深圳)有限公司 | 一种拖拽音频文件进行音频文件信息检索的方法和装置 |
WO2017196931A1 (en) * | 2016-05-10 | 2017-11-16 | Google Llc | Frequency based audio analysis using neural networks |
CN108281139A (zh) * | 2016-12-30 | 2018-07-13 | 深圳光启合众科技有限公司 | 语音转写方法和装置、机器人 |
CN106952649A (zh) * | 2017-05-14 | 2017-07-14 | 北京工业大学 | 基于卷积神经网络和频谱图的说话人识别方法 |
CN108564940A (zh) * | 2018-03-20 | 2018-09-21 | 平安科技(深圳)有限公司 | 语音识别方法、服务器及计算机可读存储介质 |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110008927A (zh) * | 2019-04-15 | 2019-07-12 | 河南大华安防科技股份有限公司 | 一种基于深度学习模型Fast-Rcnn改进的警情自动化判定方法 |
WO2023020500A1 (zh) * | 2021-08-17 | 2023-02-23 | 中移(苏州)软件技术有限公司 | 一种语音分离方法、装置及存储介质 |
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