File size: 3,634 Bytes
7934b29 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 |
NeMo TTS Collection API
=======================
Model Classes
-------------
Mel-Spectrogram Generators
~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: nemo.collections.tts.models.FastPitchModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
.. autoclass:: nemo.collections.tts.models.MixerTTSModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
.. autoclass:: nemo.collections.tts.models.RadTTSModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
.. autoclass:: nemo.collections.tts.models.Tacotron2Model
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
Speech-to-Text Aligner Models
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: nemo.collections.tts.models.AlignerModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
Two-Stage Models
~~~~~~~~~~~~~~~~~
.. autoclass:: nemo.collections.tts.models.TwoStagesModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
Vocoders
~~~~~~~~
.. autoclass:: nemo.collections.tts.models.GriffinLimModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
.. autoclass:: nemo.collections.tts.models.HifiGanModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
.. autoclass:: nemo.collections.tts.models.UnivNetModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
.. autoclass:: nemo.collections.tts.models.WaveGlowModel
:show-inheritance:
:members:
:exclude-members: setup_training_data, setup_validation_data, training_step, validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start
Base Classes
----------------
The classes below are the base of the TTS pipeline.
To read more about them, see the `Base Classes <./intro.html#Base Classes>`__ section of the intro page.
.. autoclass:: nemo.collections.tts.models.base.MelToSpec
:show-inheritance:
:members:
.. autoclass:: nemo.collections.tts.models.base.SpectrogramGenerator
:show-inheritance:
:members:
.. autoclass:: nemo.collections.tts.models.base.Vocoder
:show-inheritance:
:members:
Dataset Processing Classes
--------------------------
.. autoclass:: nemo.collections.tts.data.tts_dataset.MixerTTSXDataset
:show-inheritance:
:members:
.. autoclass:: nemo.collections.tts.data.tts_dataset.TTSDataset
:show-inheritance:
:members:
.. autoclass:: nemo.collections.tts.data.tts_dataset.VocoderDataset
:show-inheritance:
:members:
|