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  license: cc-by-nc-sa-4.0
 
 
 
 
 
 
 
 
 
 
 
 
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  license: cc-by-nc-sa-4.0
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+ language:
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+ - fr
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+ metrics:
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+ - wer
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+ library_name: speechbrain
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+ pipeline_tag: automatic-speech-recognition
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+ tags:
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+ - CTC
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+ - pytorch
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+ - asr
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+ - speechbrain
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+ - spontaneous speech
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  ---
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+
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+ ### Wav2Vec 2.0 with CTC trained on spontaneous speech data
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+ - who developed the system
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+ - model date: Jan 2024
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+ - model version: 1.0
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+ - model type: automatic speech recognition system
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+ - Info about training algo, parameters, fairness constraints or other applied approaches, and features
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+ ```
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+ @misc{SB2021,
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+ author = {Ravanelli, Mirco and Parcollet, Titouan and Rouhe, Aku and Plantinga, Peter and Rastorgueva, Elena and Lugosch, Loren and Dawalatabad, Nauman and Ju-Chieh, Chou and Heba, Abdel and Grondin, Francois and Aris, William and Liao, Chien-Feng and Cornell, Samuele and Yeh, Sung-Lin and Na, Hwidong and Gao, Yan and Fu, Szu-Wei and Subakan, Cem and De Mori, Renato and Bengio, Yoshua },
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+ title = {SpeechBrain},
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+ year = {2021},
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+ publisher = {GitHub},
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+ journal = {GitHub repository},
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+ howpublished = {\\\\url{https://github.com/speechbrain/speechbrain}},
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+ }
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+ ```
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+ - citation details
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+ ```
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+ @misc{SB2021,
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+ author = {Ravanelli, Mirco and Parcollet, Titouan and Rouhe, Aku and Plantinga, Peter and Rastorgueva, Elena and Lugosch, Loren and Dawalatabad, Nauman and Ju-Chieh, Chou and Heba, Abdel and Grondin, Francois and Aris, William and Liao, Chien-Feng and Cornell, Samuele and Yeh, Sung-Lin and Na, Hwidong and Gao, Yan and Fu, Szu-Wei and Subakan, Cem and De Mori, Renato and Bengio, Yoshua },
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+ title = {SpeechBrain},
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+ year = {2021},
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+ publisher = {GitHub},
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+ journal = {GitHub repository},
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+ howpublished = {\\\\url{https://github.com/speechbrain/speechbrain}},
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+ }
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+ ```
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+ - license
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+ - contact
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+ Solène Evain (solene.evain@univ-grenoble-alpes.fr)
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+
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+ ### Intended Use
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+ - primary intended use
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+ - primary intended users
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+ - out-of-scope use cases
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+
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+ ### Factors
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+
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+ ### Metrics
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+ | Release | Test CER | GPUs |
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+ |:-------------:|:--------------:|:--------:|
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+ | 22-02-23 | 4.78 | 1xV100 32GB |
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+
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+ ### Evaluation data
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+ - datasets
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+ - motivation
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+ - preprocessing
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+
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+ ### Training data
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+
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+ ### Quantitative analyses
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+
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+ ### Ethical considerations
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+
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+ ### Caveats and recommendations
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+ We do not provide any warranty on the performance achieved by this model when used on other datasets
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+
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+ #### About SpeechBrain
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+ SpeechBrain is an open-source and all-in-one speech toolkit. It is designed to be simple, extremely flexible, and user-friendly. Competitive or state-of-the-art performance is obtained in various domains.
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+
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+ Website: https://speechbrain.github.io/
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+
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+ GitHub: https://github.com/speechbrain/speechbrain