SpeechBrain
0.5.7
Getting started:
Quick installation
Install via PyPI
Install locally
Test installation
Operating Systems
Anaconda and venv
Anaconda setup
venv setup
Test your GPU installation
Running an experiment
YAML basics
Running arguments
Tensor format
Basics of multi-GPU
Multi-GPU training using Data Parallel
Multi-GPU training using Distributed Data Parallel (DDP)
With multiple machines (suppose you have 2 servers with 2 GPUs):
Tutorials
Contributing
Zen of Speechbrain
How to get your code in SpeechBrain
Python
Version
Formatting
Adding dependencies
Testing
Documentation
Development tools
flake8
pre-commit
the git pre-commit hooks
the git pre-push hooks
pytest doctests
Continuous integration
What is CI?
CI / CD Pipelines
Our test suite
Pull Request review guide
API Documentation:
Core library (speechbrain)
speechbrain.core module
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speechbrain.alignment
speechbrain.alignment.aligner module
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speechbrain.dataio
speechbrain.dataio.batch module
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speechbrain.dataio.dataio module
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speechbrain.dataio.dataloader module
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speechbrain.dataio.dataset module
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speechbrain.dataio.encoder module
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speechbrain.dataio.legacy module
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speechbrain.dataio.preprocess module
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speechbrain.dataio.sampler module
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speechbrain.dataio.wer module
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speechbrain.decoders
speechbrain.decoders.ctc module
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speechbrain.decoders.seq2seq module
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speechbrain.decoders.transducer module
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speechbrain.lm
speechbrain.lm.arpa module
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speechbrain.lm.counting module
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speechbrain.lm.ngram module
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speechbrain.lobes
speechbrain.lobes.augment module
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speechbrain.lobes.features module
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speechbrain.lobes.models
speechbrain.lobes.models.CRDNN module
speechbrain.lobes.models.ContextNet module
speechbrain.lobes.models.ECAPA_TDNN module
speechbrain.lobes.models.ESPnetVGG module
speechbrain.lobes.models.MetricGAN module
speechbrain.lobes.models.RNNLM module
speechbrain.lobes.models.VanillaNN module
speechbrain.lobes.models.Xvector module
speechbrain.lobes.models.conv_tasnet module
speechbrain.lobes.models.convolution module
speechbrain.lobes.models.dual_path module
speechbrain.lobes.models.fairseq_wav2vec module
speechbrain.lobes.models.huggingface_wav2vec module
speechbrain.lobes.models.transformer
speechbrain.nnet
speechbrain.nnet.CNN module
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speechbrain.nnet.RNN module
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speechbrain.nnet.activations module
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speechbrain.nnet.attention module
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speechbrain.nnet.containers module
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speechbrain.nnet.dropout module
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speechbrain.nnet.embedding module
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speechbrain.nnet.linear module
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speechbrain.nnet.losses module
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speechbrain.nnet.normalization module
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speechbrain.nnet.pooling module
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speechbrain.nnet.schedulers module
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speechbrain.nnet.complex_networks
speechbrain.nnet.complex_networks.c_CNN module
speechbrain.nnet.complex_networks.c_RNN module
speechbrain.nnet.complex_networks.c_linear module
speechbrain.nnet.complex_networks.c_normalization module
speechbrain.nnet.complex_networks.c_ops module
speechbrain.nnet.loss
speechbrain.nnet.loss.stoi_loss module
speechbrain.nnet.loss.transducer_loss module
speechbrain.nnet.quaternion_networks
speechbrain.nnet.quaternion_networks.q_CNN module
speechbrain.nnet.quaternion_networks.q_RNN module
speechbrain.nnet.quaternion_networks.q_linear module
speechbrain.nnet.quaternion_networks.q_normalization module
speechbrain.nnet.quaternion_networks.q_ops module
speechbrain.nnet.transducer
speechbrain.nnet.transducer.transducer_joint module
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speechbrain.pretrained
speechbrain.pretrained.fetching module
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speechbrain.pretrained.interfaces module
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speechbrain.processing
speechbrain.processing.NMF module
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speechbrain.processing.PLDA_LDA module
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speechbrain.processing.decomposition module
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speechbrain.processing.diarization module
speechbrain.processing.features module
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speechbrain.processing.multi_mic module
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speechbrain.processing.signal_processing module
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speechbrain.processing.speech_augmentation module
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speechbrain.tokenizers
speechbrain.tokenizers.SentencePiece module
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speechbrain.utils
speechbrain.utils.Accuracy module
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speechbrain.utils.DER module
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speechbrain.utils.callchains module
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speechbrain.utils.checkpoints module
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speechbrain.utils.data_pipeline module
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speechbrain.utils.data_utils module
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speechbrain.utils.depgraph module
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speechbrain.utils.distributed module
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speechbrain.utils.edit_distance module
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speechbrain.utils.epoch_loop module
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speechbrain.utils.logger module
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speechbrain.utils.metric_stats module
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speechbrain.utils.parameter_transfer module
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speechbrain.utils.superpowers module
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speechbrain.utils.torch_audio_backend module
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speechbrain.utils.train_logger module
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HyperPyYAML (hyperpyyaml)
hyperpyyaml.core module
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SpeechBrain
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speechbrain.processing.diarization module
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speechbrain.processing.diarization module
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