SpeechBrain

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
    • Releasing a new version

API Documentation:

  • Core library (speechbrain)
    • speechbrain.core module
      • Summary
      • Reference
    • speechbrain.alignment
      • speechbrain.alignment.aligner module
        • Summary
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    • speechbrain.dataio
      • speechbrain.dataio.batch module
        • Summary
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      • speechbrain.dataio.dataio module
        • Summary
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      • speechbrain.dataio.dataloader module
        • Summary
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      • speechbrain.dataio.dataset module
        • Summary
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      • speechbrain.dataio.encoder module
        • Summary
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      • speechbrain.dataio.iterators module
        • Summary
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      • speechbrain.dataio.legacy module
        • Summary
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      • speechbrain.dataio.preprocess module
        • Summary
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      • speechbrain.dataio.sampler module
        • Summary
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      • speechbrain.dataio.wer module
        • Summary
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      • Summary
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    • speechbrain.decoders
      • speechbrain.decoders.ctc module
        • Summary
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      • speechbrain.decoders.seq2seq module
        • Summary
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      • speechbrain.decoders.transducer module
        • Summary
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    • speechbrain.lm
      • speechbrain.lm.arpa module
        • Summary
        • Reference
      • speechbrain.lm.counting module
        • Summary
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      • speechbrain.lm.ngram module
        • Summary
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    • speechbrain.lobes
      • speechbrain.lobes.augment module
        • Summary
        • Reference
      • speechbrain.lobes.beamform_multimic module
      • speechbrain.lobes.features module
        • Summary
        • Reference
      • 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.segan_model module
        • speechbrain.lobes.models.transformer
    • speechbrain.nnet
      • speechbrain.nnet.CNN module
        • Summary
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      • speechbrain.nnet.RNN module
        • Summary
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      • speechbrain.nnet.activations module
        • Summary
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      • speechbrain.nnet.attention module
        • Summary
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      • speechbrain.nnet.containers module
        • Summary
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      • speechbrain.nnet.dropout module
        • Summary
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      • speechbrain.nnet.embedding module
        • Summary
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      • speechbrain.nnet.linear module
        • Summary
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      • speechbrain.nnet.losses module
        • Summary
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      • speechbrain.nnet.normalization module
        • Summary
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      • speechbrain.nnet.pooling module
        • Summary
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      • speechbrain.nnet.schedulers module
        • Summary
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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.guidedattn_loss module
        • 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
      • Summary
      • Reference
    • speechbrain.pretrained
      • speechbrain.pretrained.fetching module
        • Summary
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      • speechbrain.pretrained.interfaces module
        • Summary
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    • speechbrain.processing
      • speechbrain.processing.NMF module
        • Summary
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      • speechbrain.processing.PLDA_LDA module
        • Summary
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      • speechbrain.processing.decomposition module
        • Summary
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      • speechbrain.processing.diarization module
        • Reference
        • Summary
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      • speechbrain.processing.features module
        • Summary
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      • speechbrain.processing.multi_mic module
        • Summary
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      • speechbrain.processing.signal_processing module
        • Summary
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      • speechbrain.processing.speech_augmentation module
        • Summary
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    • speechbrain.tokenizers
      • speechbrain.tokenizers.SentencePiece module
        • Summary
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    • speechbrain.utils
      • speechbrain.utils.Accuracy module
        • Summary
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      • speechbrain.utils.DER module
        • Summary
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      • speechbrain.utils.bleu module
        • Summary
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      • speechbrain.utils.callchains module
        • Summary
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      • speechbrain.utils.checkpoints module
        • Summary
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      • speechbrain.utils.data_pipeline module
        • Summary
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      • speechbrain.utils.data_utils module
        • Summary
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      • speechbrain.utils.depgraph module
        • Summary
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      • speechbrain.utils.distributed module
        • Summary
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      • speechbrain.utils.edit_distance module
        • Summary
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      • speechbrain.utils.epoch_loop module
        • Summary
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      • speechbrain.utils.logger module
        • Summary
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      • speechbrain.utils.metric_stats module
        • Summary
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      • speechbrain.utils.parameter_transfer module
        • Summary
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      • speechbrain.utils.superpowers module
        • Summary
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      • speechbrain.utils.torch_audio_backend module
        • Summary
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      • speechbrain.utils.train_logger module
        • Summary
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      • Summary
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    • Summary
    • Reference
  • HyperPyYAML (hyperpyyaml)
    • hyperpyyaml.core module
      • Summary
      • Reference
    • Summary
    • Reference
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