torchaudio.prototype.models¶
Warning
Starting with version 2.8, we are refactoring TorchAudio to transition it
into a maintenance phase. As a result, the prototype
module is
deprecated in 2.8 and will be removed in 2.9.
The torchaudio.prototype.models
subpackage contains definitions of models for addressing common audio tasks.
Note
For models with pre-trained parameters, please refer to torchaudio.prototype.pipelines
module.
Model defintions are responsible for constructing computation graphs and executing them.
Some models have complex structure and variations. For such models, factory functions are provided.
DEPRECATED |
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DEPRECATED |
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DEPRECATED |
Prototype Factory Functions of Beta Models¶
Some model definitions are in beta, but there are new factory functions that are still in prototype. Please check “Prototype Factory Functions” section in each model.
Acoustic model used in wav2vec 2.0 [Baevski et al., 2020]. |
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Recurrent neural network transducer (RNN-T) model. |