| .. _nemo tts collection api: |
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| NeMo TTS API |
| ============ |
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| Model Classes |
| ------------- |
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| MagpieTTS (Codec-based TTS) |
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
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| MagpieTTS is an end-to-end TTS model that generates audio codes from transcript and optional context (audio or text). It supports multiple architectures (e.g. multi-encoder context, decoder context) and can be used for standard, long-form, and streaming inference. |
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| .. autoclass:: nemo.collections.tts.models.MagpieTTSModel |
| :show-inheritance: |
| :members: infer_batch, do_tts, generate_long_form_speech, list_available_models, audio_to_codes, codes_to_audio, has_baked_context_embedding, num_baked_speakers, get_baked_context_embeddings_batch, create_longform_chunk_state, embed_text, prepare_context_tensors |
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| Mel-Spectrogram Generators |
| ~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| .. autoclass:: nemo.collections.tts.models.FastPitchModel |
| :show-inheritance: |
| :members: |
| :exclude-members: setup_training_data, setup_validation_data, training_step, on_validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start |
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| Vocoders |
| ~~~~~~~~ |
| .. autoclass:: nemo.collections.tts.models.HifiGanModel |
| :show-inheritance: |
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| :exclude-members: setup_training_data, setup_validation_data, training_step, on_validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start |
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| Codecs |
| ~~~~~~ |
| .. autoclass:: nemo.collections.tts.models.AudioCodecModel |
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| :exclude-members: setup_training_data, setup_validation_data, training_step, on_validation_epoch_end, validation_step, setup_test_data, on_train_epoch_start |
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| Base Classes |
| ---------------- |
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| The classes below are the base of the TTS pipeline. |
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| .. autoclass:: nemo.collections.tts.models.base.MelToSpec |
| :show-inheritance: |
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| .. autoclass:: nemo.collections.tts.models.base.SpectrogramGenerator |
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| .. autoclass:: nemo.collections.tts.models.base.Vocoder |
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| Dataset Processing Classes |
| -------------------------- |
| .. autoclass:: nemo.collections.tts.data.dataset.TTSDataset |
| :show-inheritance: |
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| .. autoclass:: nemo.collections.tts.data.dataset.VocoderDataset |
| :show-inheritance: |
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