diff --git a/README.md b/README.md index 006691b932..02113431f9 100644 --- a/README.md +++ b/README.md @@ -260,6 +260,15 @@ We have ambitious plans for the future, with a focus on the following priorities If you use SpeechBrain in your research or business, please cite it using the following BibTeX entry: ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/AISHELL-1/ASR/CTC/README.md b/recipes/AISHELL-1/ASR/CTC/README.md index eef7d82b8f..de16660242 100644 --- a/recipes/AISHELL-1/ASR/CTC/README.md +++ b/recipes/AISHELL-1/ASR/CTC/README.md @@ -42,6 +42,15 @@ You can find the pre-trained model with an easy-inference function on HuggingFac Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/AISHELL-1/ASR/seq2seq/README.md b/recipes/AISHELL-1/ASR/seq2seq/README.md index 4db3746e08..6277ae7902 100644 --- a/recipes/AISHELL-1/ASR/seq2seq/README.md +++ b/recipes/AISHELL-1/ASR/seq2seq/README.md @@ -44,6 +44,15 @@ It takes about 1h 30 minutes on a NVIDIA V100 (32GB). Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/AISHELL-1/ASR/transformer/README.md b/recipes/AISHELL-1/ASR/transformer/README.md index 722dab20b8..299719b54b 100644 --- a/recipes/AISHELL-1/ASR/transformer/README.md +++ b/recipes/AISHELL-1/ASR/transformer/README.md @@ -50,6 +50,15 @@ You can find the pre-trained model with an easy-inference function on HuggingFac Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/AISHELL-1/Tokenizer/README.md b/recipes/AISHELL-1/Tokenizer/README.md index 47fda79092..6de3194a8d 100644 --- a/recipes/AISHELL-1/Tokenizer/README.md +++ b/recipes/AISHELL-1/Tokenizer/README.md @@ -19,6 +19,15 @@ The output folder with the tokenizers and logs is available [here](https://www.d Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/Aishell1Mix/separation/README.md b/recipes/Aishell1Mix/separation/README.md index 13c4b589ef..bc526973bc 100644 --- a/recipes/Aishell1Mix/separation/README.md +++ b/recipes/Aishell1Mix/separation/README.md @@ -93,6 +93,15 @@ You can add the other runtime options as appropriate. For more complete informat Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/AudioMNIST/diffusion/README.md b/recipes/AudioMNIST/diffusion/README.md index 6e9538b278..f80540dc4a 100644 --- a/recipes/AudioMNIST/diffusion/README.md +++ b/recipes/AudioMNIST/diffusion/README.md @@ -81,6 +81,15 @@ https://www.dropbox.com/sh/szpmkp8aok1nquf/AABziohiZ8UhYBJz5TXscu93a?dl=0 Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/BinauralWSJ0Mix/separation/README.md b/recipes/BinauralWSJ0Mix/separation/README.md index ba0abfd2a6..b968ada18a 100644 --- a/recipes/BinauralWSJ0Mix/separation/README.md +++ b/recipes/BinauralWSJ0Mix/separation/README.md @@ -81,6 +81,15 @@ You can add the other runtime options as appropriate. For more complete informat Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CVSS/S2ST/README.md b/recipes/CVSS/S2ST/README.md index c29f2b88c5..0a7440e86f 100644 --- a/recipes/CVSS/S2ST/README.md +++ b/recipes/CVSS/S2ST/README.md @@ -53,6 +53,15 @@ To synthesize speech from the predicted speech units, you need to train a unit-b Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CommonLanguage/lang_id/README.md b/recipes/CommonLanguage/lang_id/README.md index e33c63bf13..e548e749d8 100644 --- a/recipes/CommonLanguage/lang_id/README.md +++ b/recipes/CommonLanguage/lang_id/README.md @@ -51,6 +51,15 @@ print(text_lab) Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CommonVoice/ASR/CTC/README.md b/recipes/CommonVoice/ASR/CTC/README.md index 8a9b1ba37d..dc415a58a7 100644 --- a/recipes/CommonVoice/ASR/CTC/README.md +++ b/recipes/CommonVoice/ASR/CTC/README.md @@ -63,6 +63,15 @@ SpeechBrain provides a simple interface to transcribe audio files with pretraine Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CommonVoice/ASR/seq2seq/README.md b/recipes/CommonVoice/ASR/seq2seq/README.md index 7a1dd7b8e0..8a73f55277 100644 --- a/recipes/CommonVoice/ASR/seq2seq/README.md +++ b/recipes/CommonVoice/ASR/seq2seq/README.md @@ -44,6 +44,15 @@ SpeechBrain provides a simple interface to transcribe audio files with pretraine Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CommonVoice/ASR/transducer/README.md b/recipes/CommonVoice/ASR/transducer/README.md index f6e1bde221..c75926c9ba 100644 --- a/recipes/CommonVoice/ASR/transducer/README.md +++ b/recipes/CommonVoice/ASR/transducer/README.md @@ -88,6 +88,15 @@ The contents of that directory may be uploaded as a HuggingFace model, in which Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CommonVoice/ASR/transformer/README.md b/recipes/CommonVoice/ASR/transformer/README.md index c4540367fa..6bcb9d7d72 100644 --- a/recipes/CommonVoice/ASR/transformer/README.md +++ b/recipes/CommonVoice/ASR/transformer/README.md @@ -76,6 +76,15 @@ Following table contains whisper-finetuning results for 1 epoch using Whisper mo Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/CommonVoice/LM/README.md b/recipes/CommonVoice/LM/README.md index bcad113584..bb6e4bf775 100644 --- a/recipes/CommonVoice/LM/README.md +++ b/recipes/CommonVoice/LM/README.md @@ -57,6 +57,15 @@ The output folders with checkpoints and logs can be found [here](https://www.dro Please, cite SpeechBrain if you use it for your research or business. ```bibtex +@misc{ravanelli2024opensourceconversationalaispeechbrain, + title={Open-Source Conversational AI with SpeechBrain 1.0}, + author={Mirco Ravanelli and Titouan Parcollet and Adel Moumen and Sylvain de Langen and Cem Subakan and Peter Plantinga and Yingzhi Wang and Pooneh Mousavi and Luca Della Libera and Artem Ploujnikov and Francesco Paissan and Davide Borra and Salah Zaiem and Zeyu Zhao and Shucong Zhang and Georgios Karakasidis and Sung-Lin Yeh and Pierre Champion and Aku Rouhe and Rudolf Braun and Florian Mai and Juan Zuluaga-Gomez and Seyed Mahed Mousavi and Andreas Nautsch and Xuechen Liu and Sangeet Sagar and Jarod Duret and Salima Mdhaffar and Gaelle Laperriere and Mickael Rouvier and Renato De Mori and Yannick Esteve}, + year={2024}, + eprint={2407.00463}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2407.00463}, +} @misc{speechbrain, title={{SpeechBrain}: A General-Purpose Speech Toolkit}, author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, diff --git a/recipes/DNS/README.md b/recipes/DNS/README.md index 82eaf1a5ce..68707fc7aa 100644 --- a/recipes/DNS/README.md +++ b/recipes/DNS/README.md @@ -110,6 +110,15 @@ python train.py hparams/sepformer-dns-16k.yaml --data_folder