{"id":21529628,"url":"https://github.com/sooftware/speech-recognition-tutorial","last_synced_at":"2026-02-05T03:36:09.363Z","repository":{"id":52060686,"uuid":"283551934","full_name":"sooftware/Speech-Recognition-Tutorial","owner":"sooftware","description":"한국어 음성인식 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returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-24T01:58:23.335Z","updated_at":"2026-02-05T03:36:09.330Z","avatar_url":"https://github.com/sooftware.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Speech Recognition Tutorial\n   \n한국어 음성 인식 프로젝트인 [KoSpeech](https://github.com/sooftware/KoSpeech) 프로젝트를 진행하며 팀원들끼리 스터디한 내용들을 공개한 repository입니다.     \n부족한 점이 많은 학부생들끼리 공부한 내용이니 잘못 이해한 부분이 있을 수 있습니다.  \n오류사항, 피드백 등 모두 환영합니다.\n  \n## Seminar\n  \n* [Signal Processing](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Signal-Processing.pdf)  \n  \n* [Bayesian](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Bayesian.pdf)  \n  \n* [Mel Frequency Cepstral Coefficients (MFCC)](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/MFCC.pdf)  \n  \n* [Convolutional Neura Network (CNN)](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/CNN.pdf)  \n  \n* [Gradient Descent Optimization Algorithms](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/GradientDescentOptimizer.pdf)\n  \n* [Recurrent Neural Network (RNN)](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/RNN.pdf)  \n  \n* [LSTM \u0026 GRU](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/LSTM_and_GRU.pdf)   \n  \n* [Bidirectional LSTM](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/BLSTM.pdf)  \n  \n* [Sequence-to-Sequence](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Seq2seq.pdf)  \n  \n* [Teacher Forcing](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Teacher%20Forcing.pdf)  \n  \n* [Attention Mechanism](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Attention-Mechanism.pdf)    \n  \n* [Listen, Attend and Spell](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Listen%2C%20Attend%20and%20Spell.pdf)  \n  \n* [Attention Based Models for Speech Recognition](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Attention-Based%20Models%20for%20Speech%20Recognition.pdf)   \n  \n* [Attention Is All You Need](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Attention%20Is%20All%20You%20Need.pdf)  \n  \n* [SpecAugment](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/SpecAugmentation.pdf)  \n  \n* [Learning rate Scheduling \u0026 Label Smoothing](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Learning%20Rate%20Schedule%20%26%20Label%20Smoothing.pdf)  \n  \n* [Language Model \u0026 Fusinging](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/LM-%26-Fusioning.pdf)  \n  \n* [Perplexity](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Perplexity.pdf)  \n  \n* [An Analysis of Incorporating an External Language Model Into Sequence-to-Sequence Model](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Incorporating%20an%20External%20LM%20into%20A%20seq2seq%20Model.pdf)    \n  \n* [Ensemble](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Ensemble.pdf)  \n  \n* [Word Embedding](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/seminar/Word-Embedding.pdf)  \n  \n## Paper Review  \n  \n* [Listen, Attend and Spell](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/Listen%2C%20Attend%20and%20Spell.md)  \n  \n* [Deep Speech](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/Deep%20Speech-Scaling%20up%20end-to-end%20speech%20recognition.md)  \n  \n* [Attention Based Models for Speech Recognition](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/Attention-Based%20Models%20for%20Speech%20Recognition.md)   \n  \n* [Attention Is All You Need](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/Attention%20Is%20All%20You%20Need.md)  \n  \n* [AN ANALYSIS OF INCORPORATING AN EXTERNAL LANGUAGE MODEL INTO A SEQUENCE-TO-SEQUENCE MODEL](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/An%20Analysis%20Of%20Incorporating%20An%20External%20Language%20Model%20Into%20A%20Sequence-to-Sequence%20Model.md)  \n  \n* [STATE-OF-THE-ART SPEECH RECOGNITION WITH SEQUENCE-TO-SEQUENCE MODE](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/State%20Of%20The%20Art%20Speech%20Recognition%20with%20Sequence%20to%20Sequence%20Models.md)  \n  \n* [SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/A%20Simple%20Data%20Augmentation%20Method%20for%20Automatic%20Speech%20Recognition.md)  \n  \n* [ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers](https://github.com/sooftware/Speech-Recognition-Tutorial/blob/master/paper-review/ClovaCall%20-%20Korean%20Goal-Oriented%20Dialog%20Speech%20Corpus%20for%20Automatic%20Speech%20Recognition%20of%20Contact%20Centers.md)  \n  \n## Author  \n  \n[Soohwan Kim](https://github.com/sooftware), [Seyoung Bae](https://github.com/triplet02), [Cheolhwang Won](https://github.com/wch18735)   \n  \n\n  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsooftware%2Fspeech-recognition-tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsooftware%2Fspeech-recognition-tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsooftware%2Fspeech-recognition-tutorial/lists"}