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Title: GitHub - speechbrain/speechbrain: A PyTorch-based Speech Toolkit

Open Graph Title: GitHub - speechbrain/speechbrain: A PyTorch-based Speech Toolkit

X Title: GitHub - speechbrain/speechbrain: A PyTorch-based Speech Toolkit

Description: A PyTorch-based Speech Toolkit. Contribute to speechbrain/speechbrain development by creating an account on GitHub.

Open Graph Description: A PyTorch-based Speech Toolkit. Contribute to speechbrain/speechbrain development by creating an account on GitHub.

X Description: A PyTorch-based Speech Toolkit. Contribute to speechbrain/speechbrain development by creating an account on GitHub.

Mail addresses
speechbrainproject@gmail.com

Opengraph URL: https://github.com/speechbrain/speechbrain

X: @github

direct link

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Websitehttps://speechbrain.github.io/
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HuggingFacehttps://huggingface.co/speechbrain
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https://patch-diff.githubusercontent.com/speechbrain/speechbrain#️-what-speechbrain-offers
PyTorchhttps://pytorch.org/
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#--vision
deep learninghttps://www.deeplearningbook.org/
EEG modalityhttps://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-training-recipes
recipeshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes
Whisperhttps://huggingface.co/openai/whisper-large
Wav2Vec2https://huggingface.co/docs/transformers/model_doc/wav2vec2
WavLMhttps://huggingface.co/docs/transformers/model_doc/wavlm
Huberthttps://huggingface.co/docs/transformers/model_doc/hubert
GPT2https://huggingface.co/gpt2
Llama2https://huggingface.co/docs/transformers/model_doc/llama2
HuggingFacehttps://huggingface.co/
https://huggingface.co/speechbrain
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#---pretrained-models-and-inference
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https://speechbrain.github.io/
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documentationhttps://speechbrain.readthedocs.io/en/latest/index.html
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-use-cases
Milahttps://mila.quebec/en/
Concordia Universityhttps://www.concordia.ca/
Avignon Universityhttps://univ-avignon.fr/en/
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-quick-start
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official websitehttps://speechbrain.github.io
basic tutorialshttps://speechbrain.readthedocs.io/en/latest/tutorials/basics.html
SpeechBrain documentationhttps://speechbrain.readthedocs.io
documentationhttps://speechbrain.readthedocs.io/en/latest/index.html
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-supported-technologies
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#️-speechaudio-processing
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MEDIAhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/MEDIA
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Voicebankhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/Voicebank
CTChttps://www.cs.toronto.edu/~graves/icml_2006.pdf
Transducershttps://arxiv.org/pdf/1211.3711.pdf?origin=publication_detail
Transformershttps://arxiv.org/abs/1706.03762
Seq2Seqhttp://zhaoshuaijiang.com/file/Hybrid_CTC_Attention_Architecture_for_End-to-End_Speech_Recognition.pdf
Beamsearch techniques for CTChttps://arxiv.org/pdf/1911.01629.pdf
seq2seqhttps://arxiv.org/abs/1904.02619.pdf
transducershttps://www.merl.com/publications/docs/TR2017-190.pdf
Rescoringhttps://arxiv.org/pdf/1612.02695.pdf
Conformerhttps://arxiv.org/abs/2005.08100
Branchformerhttps://arxiv.org/abs/2207.02971
Hyperconformerhttps://arxiv.org/abs/2305.18281
Kaldi2-FSThttps://github.com/k2-fsa/k2
VoxCelebhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/VoxCeleb
ECAPA-TDNNhttps://arxiv.org/abs/2005.07143
ResNEThttps://arxiv.org/pdf/1910.12592.pdf
Xvectorshttps://www.danielpovey.com/files/2018_icassp_xvectors.pdf
PLDAhttps://ieeexplore.ieee.org/document/6639151
Score Normalizationhttps://www.sciencedirect.com/science/article/abs/pii/S1051200499903603
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SepFormerhttps://arxiv.org/abs/2010.13154
RESepFormerhttps://arxiv.org/abs/2206.09507
SkiMhttps://arxiv.org/abs/2201.10800
DualPath RNNhttps://arxiv.org/abs/1910.06379
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MetricGANhttps://arxiv.org/abs/1905.04874
MetricGAN-Uhttps://arxiv.org/abs/2110.05866
SEGANhttps://arxiv.org/abs/1703.09452
spectral maskinghttp://staff.ustc.edu.cn/~jundu/Publications/publications/Trans2015_Xu.pdf
time maskinghttp://staff.ustc.edu.cn/~jundu/Publications/publications/Trans2015_Xu.pdf
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Listenable Maps for Audio Classifiers (L-MAC)https://arxiv.org/abs/2403.13086
Learning-to-Interpret (L2I)https://proceedings.neurips.cc/paper_files/paper/2022/file/e53280d73dd5389e820f4a6250365b0e-Paper-Conference.pdf
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Tacotron2https://arxiv.org/abs/1712.05884
Zero-Shot Multi-Speaker Tacotron2https://arxiv.org/abs/2112.02418
FastSpeech2https://arxiv.org/abs/2006.04558
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HiFiGANhttps://arxiv.org/abs/2010.05646
DiffWavehttps://arxiv.org/abs/2009.09761
MEDIAhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/MEDIA
SLURPhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/SLURP
Fluent Speech Commandshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/fluent-speech-commands
Timers-and-Suchhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/timers-and-such
Direct SLUhttps://arxiv.org/abs/2104.01604
Decoupled SLUhttps://arxiv.org/abs/2104.01604
Multistage SLUhttps://arxiv.org/abs/2104.01604
CVSShttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/CVSS
Discrete Huberthttps://arxiv.org/pdf/2106.07447.pdf
HiFiGANhttps://arxiv.org/abs/2010.05646
wav2vec2https://arxiv.org/abs/2006.11477
Fisher CallHome (Spanish)https://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/Fisher-Callhome-Spanish
IWSLT22(lowresource)https://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/IWSLT22_lowresource
wav2vec2https://arxiv.org/abs/2006.11477
IEMOCAPhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/IEMOCAP
ZaionEmotionDatasethttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/ZaionEmotionDataset
ECAPA-TDNNhttps://arxiv.org/abs/2005.07143
wav2vec2https://arxiv.org/abs/2006.11477
Emotion Diarizationhttps://arxiv.org/abs/2306.12991
VoxLingua107https://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/VoxLingua107
CommonLanguagehttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/CommonLanguage
ECAPA-TDNNhttps://arxiv.org/abs/2005.07143
LibriPartyhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/LibriParty
CRDNNhttps://arxiv.org/abs/2106.04624
ESC50https://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/ESC50
UrbanSoundhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/UrbanSound8k
CNN14https://github.com/ranchlai/sound_classification
ECAPA-TDNNhttps://arxiv.org/abs/2005.07143
CommonVoicehttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/CommonVoice
LibriSpeechhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/LibriSpeech
wav2vec2https://arxiv.org/abs/2006.11477
REAL-Mhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/REAL-M/sisnr-estimation
Voicebankhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/Voicebank
Blind SNR-Estimationhttps://arxiv.org/abs/2002.08909
PESQ Learninghttps://arxiv.org/abs/2110.05866
TIMIThttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/TIMIT
CTChttps://www.cs.toronto.edu/~graves/icml_2006.pdf
Viterbihttps://www.cs.cmu.edu/~cga/behavior/rabiner1.pdf
Forward Forwardhttps://www.cs.cmu.edu/~cga/behavior/rabiner1.pdf
AMIhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/AMI
ECAPA-TDNNhttps://arxiv.org/abs/2005.07143
X-vectorshttps://www.danielpovey.com/files/2018_icassp_xvectors.pdf
Spectral Clusteringhttps://web.archive.org/web/20240305184559/http://www.ifp.illinois.edu/~hning2/papers/Ning_spectral.pdf
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-text-processing
CommonVoicehttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/CommonVoice
LibriSpeechhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/LibriSpeech
n-gramshttps://web.stanford.edu/~jurafsky/slp3/3.pdf
RNNLMhttps://www.fit.vutbr.cz/research/groups/speech/publi/2010/mikolov_interspeech2010_IS100722.pdf
TransformerLMhttps://arxiv.org/abs/1706.03762
MultiWOZhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/MultiWOZ/response_generation
GPT2https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
Llama2https://arxiv.org/abs/2307.09288
LibriSpeechhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/recipes/LibriSpeech
RNNhttps://arxiv.org/abs/2207.13703
Transformerhttps://arxiv.org/abs/2207.13703
Curriculum Learninghttps://arxiv.org/abs/2207.13703
Homograph losshttps://arxiv.org/abs/2207.13703
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-eeg-processing
BNCI2014001https://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/MotorImagery/BNCI2014001
BNCI2014004https://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/MotorImagery/BNCI2014004
BNCI2015001https://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/MotorImagery/BNCI2015001
Lee2019_MIhttps://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/MotorImagery/Lee2019_MI
Zhou201https://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/MotorImagery/Zhou2016
EEGNethttps://github.com/speechbrain/benchmarks/blob/main/benchmarks/MOABB/models/EEGNet.py
ShallowConvNethttps://github.com/speechbrain/benchmarks/blob/main/benchmarks/MOABB/models/ShallowConvNet.py
EEGConformerhttps://github.com/speechbrain/benchmarks/blob/main/benchmarks/MOABB/models/EEGConformer.py
BNCI2014009https://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/P300/BNCI2014009
EPFLP300https://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/P300/EPFLP300
bi2015ahttps://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/P300/bi2015a
EEGNethttps://github.com/speechbrain/benchmarks/blob/main/benchmarks/MOABB/models/EEGNet.py
Lee2019_SSVEPhttps://github.com/speechbrain/benchmarks/tree/main/benchmarks/MOABB/hparams/SSVEP/Lee2019_SSVEP
EEGNethttps://github.com/speechbrain/benchmarks/blob/main/benchmarks/MOABB/models/EEGNet.py
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-additional-features
WebDatasethttps://github.com/webdataset/webdataset
HuggingFacehttps://huggingface.co/speechbrain
Orionhttps://github.com/Epistimio/orion
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-performance
herehttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/blob/develop/PERFORMANCE.md
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-license
Apache License, version 2.0https://www.apache.org/licenses/LICENSE-2.0
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#future-plans
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-contributing
herehttps://speechbrain.github.io/contributing.html
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-sponsors
https://speechbrain.github.io/img/hf.ico
https://viadialog.com/en/
https://europe.naverlabs.com/
https://www.ovhcloud.com/en-ca/
https://usa.baidu.com/
https://research.samsung.com/aicenter_cambridge
https://mila.quebec/en/
https://www.concordia.ca/
https://lia.univ-avignon.fr/
https://patch-diff.githubusercontent.com/speechbrain/speechbrain#-citing-speechbrain
speechbrain.github.iohttp://speechbrain.github.io
audio https://patch-diff.githubusercontent.com/topics/audio
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
transformers https://patch-diff.githubusercontent.com/topics/transformers
pytorch https://patch-diff.githubusercontent.com/topics/pytorch
voice-recognition https://patch-diff.githubusercontent.com/topics/voice-recognition
speech-recognition https://patch-diff.githubusercontent.com/topics/speech-recognition
speech-to-text https://patch-diff.githubusercontent.com/topics/speech-to-text
language-model https://patch-diff.githubusercontent.com/topics/language-model
speaker-recognition https://patch-diff.githubusercontent.com/topics/speaker-recognition
speaker-verification https://patch-diff.githubusercontent.com/topics/speaker-verification
speech-processing https://patch-diff.githubusercontent.com/topics/speech-processing
audio-processing https://patch-diff.githubusercontent.com/topics/audio-processing
asr https://patch-diff.githubusercontent.com/topics/asr
speaker-diarization https://patch-diff.githubusercontent.com/topics/speaker-diarization
speechrecognition https://patch-diff.githubusercontent.com/topics/speechrecognition
speech-separation https://patch-diff.githubusercontent.com/topics/speech-separation
speech-enhancement https://patch-diff.githubusercontent.com/topics/speech-enhancement
spoken-language-understanding https://patch-diff.githubusercontent.com/topics/spoken-language-understanding
huggingface https://patch-diff.githubusercontent.com/topics/huggingface
speech-toolkit https://patch-diff.githubusercontent.com/topics/speech-toolkit
Readme https://patch-diff.githubusercontent.com/speechbrain/speechbrain#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/speechbrain/speechbrain#Apache-2.0-1-ov-file
Contributing https://patch-diff.githubusercontent.com/speechbrain/speechbrain#contributing-ov-file
Security policy https://patch-diff.githubusercontent.com/speechbrain/speechbrain#security-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/speechbrain/speechbrain
Activityhttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/activity
Custom propertieshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/custom-properties
11.1k starshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/stargazers
132 watchinghttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/watchers
1.6k forkshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fspeechbrain%2Fspeechbrain&report=speechbrain+%28user%29
Releases 14https://patch-diff.githubusercontent.com/speechbrain/speechbrain/releases
v1.0.3 Latest Apr 7, 2025 https://patch-diff.githubusercontent.com/speechbrain/speechbrain/releases/tag/v1.0.3
+ 13 releaseshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/speechbrain/packages?repo_name=speechbrain
Please reload this pagehttps://patch-diff.githubusercontent.com/speechbrain/speechbrain
Contributors 174https://patch-diff.githubusercontent.com/speechbrain/speechbrain/graphs/contributors
https://github.com/mravanelli
https://github.com/TParcollet
https://github.com/pplantinga
https://github.com/Adel-Moumen
https://github.com/Gastron
https://github.com/ycemsubakan
https://github.com/asumagic
https://github.com/nauman-daw
https://github.com/GaelleLaperriere
https://github.com/popcornell
https://github.com/flexthink
https://github.com/BenoitWang
https://github.com/anautsch
https://github.com/30stomercury
+ 160 contributorshttps://patch-diff.githubusercontent.com/speechbrain/speechbrain/graphs/contributors
Python 98.1% https://patch-diff.githubusercontent.com/speechbrain/speechbrain/search?l=python
Perl 1.5% https://patch-diff.githubusercontent.com/speechbrain/speechbrain/search?l=perl
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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