speechbrain

Comprehensive speech processing toolkit

speechbrain.core

Core SpeechBrain code for running experiments.

speechbrain.alignment

Tools for aligning transcripts and speech signals

speechbrain.dataio

Data loading and dataset preprocessing

speechbrain.decoders

Package containing the different decoders (ctc, beamsearch ...)

speechbrain.lm

Package defining language models

speechbrain.lobes

Package defining common blocks (DNN models, processing ...)

speechbrain.nnet

Package containing the different neural networks layers

speechbrain.pretrained

Pretrained models

speechbrain.processing

Package containing various techniques of speech processing

speechbrain.tokenizers

Package defining the SentencePiece tokenizer

speechbrain.utils

Package containing various tools (accuracy, checkpoints ...)

Summary

__all__ Classes:

Brain

Brain class abstracts away the details of data loops.

Stage

Simple enum to track stage of experiments.

__all__ Functions:

create_experiment_directory

Create the output folder and relevant experimental files.

parse_arguments

Parse command-line arguments to the experiment.

Reference