Overview
Why NeMo Framework?
Software Component Versions
Getting Started
Playbooks
Cloud Service Providers
SFT and PEFT
RAG
Large Language Models
Embedding Models
Multimodal Models
Speech AI Models
Deploy NeMo Framework Models
Library Documentation
Example Scripts for Pretraining and Fine-tuning
Changelog
Known Issues
NVIDIA NeMo Framework User Guide
»
Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
_
__call__() (nemo.core.classes.common.typecheck method)
__init__() (nemo.collections.common.losses.AggregatorLoss method)
(nemo.collections.common.losses.CrossEntropyLoss method)
(nemo.collections.common.losses.MSELoss method)
(nemo.collections.common.losses.SmoothedCrossEntropyLoss method)
(nemo.collections.common.losses.SpanningLoss method)
(nemo.collections.common.tokenizers.AutoTokenizer method)
(nemo.collections.common.tokenizers.SentencePieceTokenizer method)
(nemo.collections.common.tokenizers.TokenizerSpec method)
(nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.MegatronControlNet method)
(nemo.collections.multimodal.models.text_to_image.dreambooth.dreambooth.MegatronDreamBooth method)
(nemo.collections.multimodal.models.text_to_image.imagen.imagen.MegatronImagen method)
(nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method)
(nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.ddpm.MegatronLatentDiffusion method)
(nemo.collections.multimodal.modules.imagen.encoder.t5encoder.T5Encoder method)
(nemo.collections.multimodal.modules.stable_diffusion.encoders.modules.FrozenMegatronCLIPEmbedder method)
(nemo.collections.nlp.models.language_modeling.megatron_base_model.MegatronBaseModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTAdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTInfusedAdapterModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5AdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5InfusedAdapterModel method)
_init_segmentation_info() (nemo.collections.asr.models.EncDecDiarLabelModel method)
_init_speaker_model() (nemo.collections.asr.models.EncDecDiarLabelModel method)
A
access_cfg (nemo.core.classes.mixins.access_mixins.AccessMixin property)
AccessMixin (class in nemo.core.classes.mixins.access_mixins)
adapter_global_cfg_key (nemo.core.adapter_mixins.AdapterModuleMixin attribute)
adapter_metadata_cfg_key (nemo.core.adapter_mixins.AdapterModuleMixin attribute)
adapter_module_names (nemo.core.adapter_mixins.AdapterModelPTMixin property)
AdapterModelPTMixin (class in nemo.core.adapter_mixins)
AdapterModuleMixin (class in nemo.core.adapter_mixins)
add_adapter() (nemo.collections.asr.modules.ConvASRDecoder method)
(nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.RNNTJoint method)
(nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin method)
(nemo.core.adapter_mixins.AdapterModelPTMixin method)
(nemo.core.adapter_mixins.AdapterModuleMixin method)
add_interctc_losses() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
add_speaker_model_config() (nemo.collections.asr.models.EncDecDiarLabelModel method)
AggregatorLoss (class in nemo.collections.common.losses)
align_length_sync_decoding() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
AlignerModel (class in nemo.collections.tts.models)
as_frozen() (nemo.core.NeuralModule method)
ASRBPEMixin (class in nemo.collections.asr.parts.mixins.mixins)
ASRModuleMixin (class in nemo.collections.asr.parts.mixins.mixins)
ASRWithTTSModel (class in nemo.collections.asr.models.hybrid_asr_tts_models)
AudioCodecModel (class in nemo.collections.tts.models)
AudioToBPEDataset (class in nemo.collections.asr.data.audio_to_text)
AudioToCharDataset (class in nemo.collections.asr.data.audio_to_text)
AudioToMelSpectrogramPreprocessor (class in nemo.collections.asr.modules)
AudioToMFCCPreprocessor (class in nemo.collections.asr.modules)
AutoencoderKL (class in nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder)
AutoTokenizer (class in nemo.collections.common.tokenizers)
AxisType (class in nemo.core.neural_types.axes)
B
BasePromptLearningDataset (class in nemo.collections.nlp.data.language_modeling.megatron.base_prompt_learning_dataset)
batch_concat_states() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
batch_copy_states() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
batch_initialize_states() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
batch_replace_states_all() (nemo.collections.asr.modules.RNNTDecoder class method)
(nemo.collections.asr.modules.StatelessTransducerDecoder class method)
batch_replace_states_mask() (nemo.collections.asr.modules.RNNTDecoder class method)
(nemo.collections.asr.modules.StatelessTransducerDecoder class method)
batch_score_hypothesis() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
batch_select_state() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
batch_split_states() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
BeamCTCInfer (class in nemo.collections.asr.parts.submodules.ctc_beam_decoding)
BeamRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_beam_decoding)
BertDataset (class in nemo.collections.nlp.data.language_modeling.megatron.bert_dataset)
BlendableDataset (class in nemo.collections.nlp.data.language_modeling.megatron.blendable_dataset)
C
cfg (nemo.core.ModelPT property)
change_attention_model() (nemo.collections.asr.modules.ConformerEncoder method)
(nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method)
change_conv_asr_se_context_window() (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method)
change_subsampling_conv_chunking_factor() (nemo.collections.asr.modules.ConformerEncoder method)
(nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method)
change_vocabulary() (nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
check_valid_model_with_adapter_support_() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
ClusteringDiarizer (class in nemo.collections.asr.models)
collate_fn() (nemo.collections.asr.data.text_to_text.TextToTextDataset method)
(nemo.collections.asr.data.text_to_text.TextToTextIterableDataset method)
compare() (nemo.core.neural_types.NeuralType method)
compare_and_raise_error() (nemo.core.neural_types.NeuralType method)
complete() (nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method)
compute() (nemo.collections.common.metrics.Perplexity method)
compute_accuracies() (nemo.collections.asr.models.EncDecDiarLabelModel method)
compute_ngram_score() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
compute_output() (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MHAResidualAddAdapterStrategy method)
ConcatDataset (class in nemo.collections.common.data.dataset)
ConcatMapDataset (class in nemo.collections.common.data.dataset)
ConfidenceEnsembleModel (class in nemo.collections.asr.models.confidence_ensemble)
configure_optimizers() (nemo.core.ModelPT method)
conformer_stream_step() (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method)
ConformerEncoder (class in nemo.collections.asr.modules)
ControlledUnetModel (class in nemo.collections.multimodal.models.text_to_image.controlnet.controlnet)
ConvASRDecoder (class in nemo.collections.asr.modules)
ConvASRDecoderClassification (class in nemo.collections.asr.modules)
ConvASREncoder (class in nemo.collections.asr.modules)
convert_mel_spectrogram_to_linear() (nemo.collections.tts.models.base.MelToSpec method)
convert_spectrogram_to_audio() (nemo.collections.tts.models.base.Vocoder method)
(nemo.collections.tts.models.GriffinLimModel method)
(nemo.collections.tts.models.HifiGanModel method)
(nemo.collections.tts.models.TwoStagesModel method)
(nemo.collections.tts.models.UnivNetModel method)
(nemo.collections.tts.models.WaveGlowModel method)
CropOrPadSpectrogramAugmentation (class in nemo.collections.asr.modules)
CrossEntropyLoss (class in nemo.collections.common.losses)
CTCBPEDecoding (class in nemo.collections.asr.parts.submodules.ctc_decoding)
CTCDecoding (class in nemo.collections.asr.parts.submodules.ctc_decoding)
cuda() (nemo.collections.tts.models.GriffinLimModel method)
(nemo.collections.tts.models.TwoStagesModel method)
(nemo.core.ModelPT method)
D
decode() (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method)
(nemo.collections.tts.models.AudioCodecModel method)
decode_audio() (nemo.collections.tts.models.AudioCodecModel method)
decode_hypothesis() (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method)
decode_ids_to_langs() (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method)
(nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method)
decode_ids_to_tokens() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method)
(nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding method)
(nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method)
(nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method)
decode_tokens_to_lang() (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method)
(nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method)
decode_tokens_to_str() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method)
(nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding method)
(nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method)
(nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method)
decoder_loss_step() (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method)
default_beam_search() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method)
(nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
dequantize() (nemo.collections.tts.models.AudioCodecModel method)
DiarizationMixin (class in nemo.collections.asr.parts.mixins.mixins)
diarize() (nemo.collections.asr.models.ClusteringDiarizer method)
(nemo.collections.asr.parts.mixins.mixins.DiarizationMixin method)
disable_checks() (nemo.core.classes.common.typecheck static method)
disable_cuda_graphs() (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method)
disable_semantic_checks() (nemo.core.classes.common.typecheck static method)
disabled_deployment_input_names (nemo.collections.asr.modules.ConformerEncoder property)
(nemo.collections.asr.modules.RNNTJoint property)
(nemo.collections.tts.models.FastPitchModel property)
(nemo.core.classes.exportable.Exportable property)
disabled_deployment_output_names (nemo.collections.asr.modules.ConformerEncoder property)
(nemo.core.classes.exportable.Exportable property)
DreamBoothDataset (class in nemo.collections.multimodal.data.dreambooth.dreambooth_dataset)
E
EfficientUNetModel (class in nemo.collections.multimodal.modules.imagen.diffusionmodules.nets)
ElementType (class in nemo.core.neural_types.elements)
EncDecClassificationModel (class in nemo.collections.asr.models)
EncDecCTCModel (class in nemo.collections.asr.models)
EncDecCTCModelBPE (class in nemo.collections.asr.models)
EncDecDiarLabelModel (class in nemo.collections.asr.models)
EncDecRNNTBPEModel (class in nemo.collections.asr.models)
EncDecRNNTModel (class in nemo.collections.asr.models)
EncDecSpeakerLabelModel (class in nemo.collections.asr.models)
(class in nemo.collections.asr.models.label_models)
encode() (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method)
(nemo.collections.multimodal.modules.imagen.encoder.t5encoder.T5Encoder method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method)
(nemo.collections.tts.models.AudioCodecModel method)
encode_audio() (nemo.collections.tts.models.AudioCodecModel method)
exp_manager (class in nemo.utils.exp_manager)
ExpManagerConfig (class in nemo.utils.exp_manager)
export() (nemo.core.classes.exportable.Exportable method)
Exportable (class in nemo.core.classes.exportable)
extract_state_dict_from() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
(nemo.core.ModelPT class method)
F
FastPitchModel (class in nemo.collections.tts.models)
fields (nemo.core.neural_types.elements.ElementType property)
finalize_interctc_metrics() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
flashlight_beam_search() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method)
Float16Module (class in nemo.collections.nlp.modules.common.megatron.module)
forward() (nemo.collections.asr.models.SLUIntentSlotBPEModel method)
(nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method)
(nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MHAResidualAddAdapterStrategy method)
(nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MultiHeadAttentionAdapter method)
(nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionMultiHeadAttentionAdapter method)
(nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method)
(nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer method)
(nemo.collections.asr.parts.submodules.jasper.JasperBlock method)
(nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method)
(nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyRNNTInfer method)
(nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.ControlledUnetModel method)
(nemo.collections.multimodal.modules.stable_diffusion.encoders.modules.FrozenMegatronCLIPEmbedder method)
(nemo.collections.nlp.modules.common.megatron.retrieval_token_level_encoder_decoder.MegatronRetrievalTokenLevelEncoderDecoderModule method)
(nemo.collections.nlp.modules.common.megatron.token_level_encoder_decoder.MegatronTokenLevelEncoderDecoderModule method)
(nemo.collections.tts.models.AudioCodecModel method)
(nemo.collections.tts.models.HifiGanModel method)
(nemo.collections.tts.models.SpectrogramEnhancerModel method)
(nemo.collections.tts.models.UnivNetModel method)
forward_enabled_adapters() (nemo.core.adapter_mixins.AdapterModuleMixin method)
forward_for_export() (nemo.collections.tts.models.HifiGanModel method)
(nemo.collections.tts.models.UnivNetModel method)
forward_infer() (nemo.collections.asr.models.EncDecDiarLabelModel method)
forward_single_enabled_adapter_() (nemo.core.adapter_mixins.AdapterModuleMixin method)
forward_with_custom_noise() (nemo.collections.tts.models.SpectrogramEnhancerModel method)
freeze() (nemo.core.NeuralModule method)
from_asr_config() (nemo.collections.asr.models.hybrid_asr_tts_models.ASRWithTTSModel class method)
from_pretrained_models() (nemo.collections.asr.models.hybrid_asr_tts_models.ASRWithTTSModel class method)
FrozenMegatronCLIPEmbedder (class in nemo.collections.multimodal.modules.stable_diffusion.encoders.modules)
full_state_update (nemo.collections.common.metrics.Perplexity attribute)
G
GainPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
generate() (nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTAdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTInfusedAdapterModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_prompt_learning_model.MegatronGPTPromptLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model.MegatronGPTSFTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_retrieval_model.MegatronRetrievalModel method)
generate_spectrogram() (nemo.collections.tts.models.base.SpectrogramGenerator method)
(nemo.collections.tts.models.FastPitchModel method)
(nemo.collections.tts.models.MixerTTSModel method)
(nemo.collections.tts.models.RadTTSModel method)
(nemo.collections.tts.models.Tacotron2Model method)
get_accepted_adapter_types() (nemo.core.adapter_mixins.AdapterModuleMixin method)
get_adapter_module() (nemo.core.adapter_mixins.AdapterModuleMixin method)
get_captured_interctc_tensors() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
get_cluster_avg_embs_model() (nemo.collections.asr.models.EncDecDiarLabelModel method)
get_default_strategy_config() (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MultiHeadAttentionAdapter method)
(nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.PositionalEncodingAdapter method)
(nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionalEncodingAdapter method)
(nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionMultiHeadAttentionAdapter method)
get_embedding() (nemo.collections.asr.models.label_models.EncDecSpeakerLabelModel method)
get_enabled_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
(nemo.core.adapter_mixins.AdapterModuleMixin method)
get_export_config() (nemo.core.classes.exportable.Exportable method)
get_export_subnet() (nemo.core.classes.exportable.Exportable method)
get_hf_model_filter() (nemo.core.classes.mixins.hf_io_mixin.HuggingFaceFileIO class method)
get_interctc_param() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
get_iterable() (nemo.collections.common.data.dataset.ConcatDataset method)
get_module_registry() (nemo.core.classes.mixins.access_mixins.AccessMixin class method)
get_ms_emb_seq() (nemo.collections.asr.models.EncDecDiarLabelModel method)
get_ms_mel_feat() (nemo.collections.asr.models.EncDecDiarLabelModel method)
get_test_dataloader_prefix() (nemo.core.ModelPT method)
get_validation_dataloader_prefix() (nemo.core.ModelPT method)
GPTDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_dataset)
GPTModel (class in nemo.collections.nlp.models.language_modeling.megatron.gpt_model)
GPTSFTChatDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_sft_chat_dataset)
GPTSFTDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_sft_dataset)
greedy_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
GreedyBatchedRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_greedy_decoding)
GreedyCTCInfer (class in nemo.collections.asr.parts.submodules.ctc_greedy_decoding)
GreedyRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_greedy_decoding)
GriffinLimModel (class in nemo.collections.tts.models)
H
has_artifacts() (nemo.core.ModelPT method)
has_native_or_submodules_artifacts() (nemo.core.ModelPT method)
has_nemo_submodules() (nemo.core.ModelPT method)
HifiGanModel (class in nemo.collections.tts.models)
HuggingFaceFileIO (class in nemo.core.classes.mixins.hf_io_mixin)
Hypothesis (class in nemo.collections.asr.parts.utils.rnnt_utils)
I
ImpulsePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
initialize_state() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
input_example() (nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor method)
(nemo.collections.asr.modules.ConformerEncoder method)
(nemo.collections.asr.modules.ConvASRDecoder method)
(nemo.collections.asr.modules.ConvASRDecoderClassification method)
(nemo.collections.asr.modules.ConvASREncoder method)
(nemo.collections.asr.modules.RNNEncoder method)
(nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.RNNTJoint method)
(nemo.collections.asr.modules.SpeakerDecoder method)
(nemo.collections.asr.modules.SqueezeformerEncoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
(nemo.collections.tts.models.FastPitchModel method)
(nemo.collections.tts.models.HifiGanModel method)
(nemo.collections.tts.models.UnivNetModel method)
(nemo.core.NeuralModule method)
input_types (nemo.collections.asr.models.SLUIntentSlotBPEModel property)
(nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel property)
(nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor property)
(nemo.collections.asr.modules.AudioToMFCCPreprocessor property)
(nemo.collections.asr.modules.ConformerEncoder property)
(nemo.collections.asr.modules.ConvASRDecoder property)
(nemo.collections.asr.modules.ConvASRDecoderClassification property)
(nemo.collections.asr.modules.ConvASREncoder property)
(nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation property)
(nemo.collections.asr.modules.RNNEncoder property)
(nemo.collections.asr.modules.RNNTDecoder property)
(nemo.collections.asr.modules.RNNTJoint property)
(nemo.collections.asr.modules.SpeakerDecoder property)
(nemo.collections.asr.modules.SpectrogramAugmentation property)
(nemo.collections.asr.modules.SqueezeformerEncoder property)
(nemo.collections.asr.modules.StatelessTransducerDecoder property)
(nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer property)
(nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer property)
(nemo.collections.tts.models.FastPitchModel property)
(nemo.collections.tts.models.HifiGanModel property)
(nemo.collections.tts.models.MixerTTSModel property)
(nemo.collections.tts.models.Tacotron2Model property)
(nemo.collections.tts.models.TwoStagesModel property)
(nemo.collections.tts.models.UnivNetModel property)
(nemo.collections.tts.models.WaveGlowModel property)
input_types_for_export (nemo.collections.asr.modules.ConformerEncoder property)
InterCTCMixin (class in nemo.collections.asr.parts.mixins.interctc_mixin)
interpolate_speaker() (nemo.collections.tts.models.FastPitchModel method)
is_adapter_available() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
(nemo.core.adapter_mixins.AdapterModuleMixin method)
is_interctc_enabled() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
J
JasperBlock (class in nemo.collections.asr.parts.submodules.jasper)
joint_after_projection() (nemo.collections.asr.modules.RNNTJoint method)
L
list_available_models() (nemo.collections.asr.models.ClusteringDiarizer class method)
(nemo.collections.asr.models.SLUIntentSlotBPEModel class method)
(nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel class method)
(nemo.collections.tts.models.AlignerModel class method)
(nemo.collections.tts.models.AudioCodecModel method)
(nemo.collections.tts.models.base.MelToSpec class method)
(nemo.collections.tts.models.base.SpectrogramGenerator class method)
(nemo.collections.tts.models.base.Vocoder class method)
(nemo.collections.tts.models.FastPitchModel class method)
(nemo.collections.tts.models.HifiGanModel class method)
(nemo.collections.tts.models.MixerTTSModel class method)
(nemo.collections.tts.models.SpectrogramEnhancerModel class method)
(nemo.collections.tts.models.Tacotron2Model class method)
(nemo.collections.tts.models.TwoStagesModel class method)
(nemo.collections.tts.models.UnivNetModel class method)
(nemo.collections.tts.models.WaveGlowModel class method)
list_export_subnets() (nemo.core.classes.exportable.Exportable method)
load_adapters() (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin method)
(nemo.core.adapter_mixins.AdapterModelPTMixin method)
load_config_and_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
load_from_checkpoint() (nemo.core.ModelPT class method)
load_instance_with_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
load_part_of_state_dict() (nemo.core.ModelPT method)
M
make_pad_mask() (nemo.collections.asr.modules.SqueezeformerEncoder method)
mask_select_states() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
maybe_enable_cuda_graphs() (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method)
maybe_init_from_pretrained_checkpoint() (nemo.core.ModelPT method)
MegatronBARTModel (class in nemo.collections.nlp.models.language_modeling.megatron_bart_model)
MegatronBaseModel (class in nemo.collections.nlp.models.language_modeling.megatron_base_model)
MegatronBertModel (class in nemo.collections.nlp.models.language_modeling.megatron_bert_model)
MegatronControlNet (class in nemo.collections.multimodal.models.text_to_image.controlnet.controlnet)
MegatronDreamBooth (class in nemo.collections.multimodal.models.text_to_image.dreambooth.dreambooth)
MegatronGPTAdapterLearningModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model)
MegatronGPTExportableModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_model)
MegatronGPTInfusedAdapterModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model)
MegatronGPTModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_model)
MegatronGPTPromptLearningModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_prompt_learning_model)
MegatronGPTSFTModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model)
MegatronImagen (class in nemo.collections.multimodal.models.text_to_image.imagen.imagen)
MegatronLatentDiffusion (class in nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.ddpm)
MegatronModule (class in nemo.collections.nlp.modules.common.megatron.module)
MegatronRetrievalModel (class in nemo.collections.nlp.models.language_modeling.megatron_retrieval_model)
MegatronRetrievalTokenLevelEncoderDecoderModule (class in nemo.collections.nlp.modules.common.megatron.retrieval_token_level_encoder_decoder)
MegatronT5AdapterLearningModel (class in nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model)
MegatronT5InfusedAdapterModel (class in nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model)
MegatronT5Model (class in nemo.collections.nlp.models.language_modeling.megatron_t5_model)
MegatronTokenLevelEncoderDecoderModule (class in nemo.collections.nlp.modules.common.megatron.token_level_encoder_decoder)
MelToSpec (class in nemo.collections.tts.models.base)
merge_cfg_with() (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin class method)
merge_inference_cfg() (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin class method)
MHAResidualAddAdapterStrategy (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module)
MixerTTSModel (class in nemo.collections.tts.models)
MixerTTSXDataset (class in nemo.collections.tts.data.dataset)
MockGPTDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_dataset)
ModelPT (class in nemo.core)
modified_adaptive_expansion_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
modify_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
MSELoss (class in nemo.collections.common.losses)
multi_test_epoch_end() (nemo.core.ModelPT method)
multi_validation_epoch_end() (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method)
(nemo.core.ModelPT method)
MultiHeadAttentionAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module)
N
named_nemo_modules() (nemo.core.ModelPT method)
NBestHypotheses (class in nemo.collections.asr.parts.utils.rnnt_utils)
NeMoBertModel (class in nemo.collections.nlp.models.language_modeling.megatron.bert.bert_model)
NeuralModule (class in nemo.core)
(class in nemo.core.classes.module)
NeuralType (class in nemo.core.neural_types)
NeuralTypeComparisonResult (class in nemo.core.neural_types.comparison)
NLPAdapterModelMixin (class in nemo.collections.nlp.parts.mixins.nlp_adapter_mixins)
NoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
num_weights (nemo.core.ModelPT property)
(nemo.core.NeuralModule property)
O
on_fit_start() (nemo.core.ModelPT method)
on_load_checkpoint() (nemo.collections.nlp.models.language_modeling.megatron_bert_model.MegatronBertModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method)
on_predict_end() (nemo.core.ModelPT method)
on_save_checkpoint() (nemo.collections.nlp.models.language_modeling.megatron_bert_model.MegatronBertModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method)
on_test_end() (nemo.core.ModelPT method)
on_test_epoch_end() (nemo.core.ModelPT method)
on_train_batch_end() (nemo.core.ModelPT method)
on_train_batch_start() (nemo.core.ModelPT method)
on_train_end() (nemo.core.ModelPT method)
on_train_start() (nemo.core.ModelPT method)
on_validation_epoch_end() (nemo.core.ModelPT method)
output_types (nemo.collections.asr.data.audio_to_text.AudioToBPEDataset property)
(nemo.collections.asr.data.audio_to_text.AudioToCharDataset property)
(nemo.collections.asr.models.SLUIntentSlotBPEModel property)
(nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel property)
(nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor property)
(nemo.collections.asr.modules.AudioToMFCCPreprocessor property)
(nemo.collections.asr.modules.ConformerEncoder property)
(nemo.collections.asr.modules.ConvASRDecoder property)
(nemo.collections.asr.modules.ConvASRDecoderClassification property)
(nemo.collections.asr.modules.ConvASREncoder property)
(nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation property)
(nemo.collections.asr.modules.RNNEncoder property)
(nemo.collections.asr.modules.RNNTDecoder property)
(nemo.collections.asr.modules.RNNTJoint property)
(nemo.collections.asr.modules.SpeakerDecoder property)
(nemo.collections.asr.modules.SpectrogramAugmentation property)
(nemo.collections.asr.modules.SqueezeformerEncoder property)
(nemo.collections.asr.modules.StatelessTransducerDecoder property)
(nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer property)
(nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer property)
(nemo.collections.tts.models.FastPitchModel property)
(nemo.collections.tts.models.HifiGanModel property)
(nemo.collections.tts.models.MixerTTSModel property)
(nemo.collections.tts.models.Tacotron2Model property)
(nemo.collections.tts.models.TwoStagesModel property)
(nemo.collections.tts.models.UnivNetModel property)
(nemo.collections.tts.models.WaveGlowModel property)
output_types_for_export (nemo.collections.asr.modules.ConformerEncoder property)
P
pad_audio() (nemo.collections.tts.models.AudioCodecModel method)
parse() (nemo.collections.tts.models.base.SpectrogramGenerator method)
(nemo.collections.tts.models.FastPitchModel method)
(nemo.collections.tts.models.MixerTTSModel method)
(nemo.collections.tts.models.RadTTSModel method)
(nemo.collections.tts.models.Tacotron2Model method)
Perplexity (class in nemo.collections.common.metrics)
perturb() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method)
perturb_with_foreground_noise() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method)
perturb_with_input_noise() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method)
PositionalEncodingAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module)
predict() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
prefix_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
prepare_test() (nemo.core.ModelPT method)
project_encoder() (nemo.collections.asr.modules.RNNTJoint method)
project_prednet() (nemo.collections.asr.modules.RNNTJoint method)
propagate_model_guid() (nemo.core.ModelPT method)
push_to_hf_hub() (nemo.core.classes.mixins.hf_io_mixin.HuggingFaceFileIO method)
Q
quantize() (nemo.collections.tts.models.AudioCodecModel method)
R
RadTTSModel (class in nemo.collections.tts.models)
random_generator() (nemo.collections.common.data.dataset.ConcatDataset static method)
recombine_hypotheses() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
register_accessible_tensor() (nemo.core.classes.mixins.access_mixins.AccessMixin method)
register_artifact() (nemo.collections.asr.models.EncDecClassificationModel method)
(nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
(nemo.collections.asr.models.EncDecSpeakerLabelModel method)
(nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
(nemo.core.ModelPT method)
register_nemo_submodule() (nemo.core.ModelPT method)
register_optimizer() (in module nemo.core.optim.optimizers)
register_scheduler() (in module nemo.core.optim.lr_scheduler)
RelPositionalEncodingAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module)
RelPositionMultiHeadAttentionAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module)
reset_registry() (nemo.core.classes.mixins.access_mixins.AccessMixin method)
resolve_adapter_module_name_() (nemo.core.adapter_mixins.AdapterModuleMixin method)
resolve_joint_output() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
restore_from() (nemo.collections.asr.models.ClusteringDiarizer class method)
(nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor class method)
(nemo.collections.asr.modules.AudioToMFCCPreprocessor class method)
(nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation class method)
(nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
(nemo.core.ModelPT class method)
RETRODataset (class in nemo.collections.nlp.data.language_modeling.megatron.retro_dataset)
RirAndNoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
RNNEncoder (class in nemo.collections.asr.modules)
RNNTBPEDecoding (class in nemo.collections.asr.parts.submodules.rnnt_decoding)
RNNTDecoder (class in nemo.collections.asr.modules)
RNNTDecoding (class in nemo.collections.asr.parts.submodules.rnnt_decoding)
RNNTJoint (class in nemo.collections.asr.modules)
round_robin_generator() (nemo.collections.common.data.dataset.ConcatDataset static method)
S
sampled_joint() (nemo.collections.asr.modules.SampledRNNTJoint method)
SampledRNNTJoint (class in nemo.collections.asr.modules)
save_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
save_asr_model_to() (nemo.collections.asr.models.hybrid_asr_tts_models.ASRWithTTSModel method)
save_to() (nemo.collections.asr.models.ClusteringDiarizer method)
(nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor method)
(nemo.collections.asr.modules.AudioToMFCCPreprocessor method)
(nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation method)
(nemo.core.connectors.save_restore_connector.SaveRestoreConnector method)
(nemo.core.ModelPT method)
save_tokenizers() (nemo.collections.asr.parts.mixins.mixins.ASRBPEMixin method)
SaveRestoreConnector (class in nemo.core.connectors.save_restore_connector)
score_hypothesis() (nemo.collections.asr.modules.RNNTDecoder method)
(nemo.collections.asr.modules.StatelessTransducerDecoder method)
search_huggingface_models() (nemo.core.classes.mixins.hf_io_mixin.HuggingFaceFileIO class method)
SentencePieceTokenizer (class in nemo.collections.common.tokenizers)
set_accepted_adapter_types() (nemo.core.adapter_mixins.AdapterModuleMixin method)
set_decoding_type() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method)
set_enabled_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
(nemo.core.adapter_mixins.AdapterModuleMixin method)
set_export_config() (nemo.core.classes.exportable.Exportable method)
set_interctc_enabled() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
set_interctc_param() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
set_max_audio_length() (nemo.collections.asr.modules.ConformerEncoder method)
(nemo.collections.asr.modules.SqueezeformerEncoder method)
set_semantic_check_enabled() (nemo.core.classes.common.typecheck static method)
set_trainer() (nemo.core.ModelPT method)
set_typecheck_enabled() (nemo.core.classes.common.typecheck static method)
set_world_size() (nemo.core.ModelPT method)
setup() (nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.MegatronControlNet method)
(nemo.collections.multimodal.models.text_to_image.dreambooth.dreambooth.MegatronDreamBooth method)
(nemo.collections.multimodal.models.text_to_image.imagen.imagen.MegatronImagen method)
(nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.ddpm.MegatronLatentDiffusion method)
(nemo.collections.nlp.models.language_modeling.megatron_bart_model.MegatronBARTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_bert_model.MegatronBertModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTAdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTInfusedAdapterModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_prompt_learning_model.MegatronGPTPromptLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model.MegatronGPTSFTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_retrieval_model.MegatronRetrievalModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5AdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5InfusedAdapterModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method)
(nemo.core.ModelPT method)
setup_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
setup_interctc() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method)
setup_megatron_optimization() (nemo.core.ModelPT method)
setup_multiple_test_data() (nemo.core.ModelPT method)
setup_multiple_validation_data() (nemo.core.ModelPT method)
setup_optimization() (nemo.collections.asr.models.EncDecClassificationModel method)
(nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
(nemo.collections.asr.models.EncDecSpeakerLabelModel method)
(nemo.core.ModelPT method)
setup_optimizer_param_groups() (nemo.core.ModelPT method)
setup_streaming_params() (nemo.collections.asr.modules.ConformerEncoder method)
setup_test_data() (nemo.collections.asr.models.EncDecClassificationModel method)
(nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecDiarLabelModel method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
(nemo.collections.asr.models.EncDecSpeakerLabelModel method)
(nemo.collections.asr.models.SLUIntentSlotBPEModel method)
(nemo.core.ModelPT method)
setup_training_data() (nemo.collections.asr.models.EncDecClassificationModel method)
(nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecDiarLabelModel method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
(nemo.collections.asr.models.EncDecSpeakerLabelModel method)
(nemo.collections.asr.models.hybrid_asr_tts_models.ASRWithTTSModel method)
(nemo.collections.asr.models.SLUIntentSlotBPEModel method)
(nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method)
(nemo.core.ModelPT method)
setup_validation_data() (nemo.collections.asr.models.EncDecClassificationModel method)
(nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecDiarLabelModel method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
(nemo.collections.asr.models.EncDecSpeakerLabelModel method)
(nemo.collections.asr.models.SLUIntentSlotBPEModel method)
(nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method)
(nemo.core.ModelPT method)
ShiftPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
should_update_disc() (nemo.collections.tts.models.AudioCodecModel method)
SLUIntentSlotBPEModel (class in nemo.collections.asr.models)
SmoothedCrossEntropyLoss (class in nemo.collections.common.losses)
sort_nbest() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
SpanningLoss (class in nemo.collections.common.losses)
SpeakerDecoder (class in nemo.collections.asr.modules)
SpectrogramAugmentation (class in nemo.collections.asr.modules)
SpectrogramEnhancerModel (class in nemo.collections.tts.models)
SpectrogramGenerator (class in nemo.collections.tts.models.base)
SpeechEncDecSelfSupervisedModel (class in nemo.collections.asr.models)
SpeedPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
SqueezeformerEncoder (class in nemo.collections.asr.modules)
state_dict() (nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTAdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTInfusedAdapterModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5AdapterLearningModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5InfusedAdapterModel method)
StatelessTransducerDecoder (class in nemo.collections.asr.modules)
summarize() (nemo.core.ModelPT method)
supported_export_formats (nemo.core.classes.exportable.Exportable property)
T
T5Dataset (class in nemo.collections.nlp.data.language_modeling.megatron.t5_dataset)
T5Encoder (class in nemo.collections.multimodal.modules.imagen.encoder.t5encoder)
T5PromptLearningDataset (class in nemo.collections.nlp.data.language_modeling.megatron.t5_prompt_learning_dataset)
Tacotron2Model (class in nemo.collections.tts.models)
TarredAudioToBPEDataset (class in nemo.collections.asr.data.audio_to_text)
TarredAudioToCharDataset (class in nemo.collections.asr.data.audio_to_text)
temperature_generator() (nemo.collections.common.data.dataset.ConcatDataset static method)
test_dataloader() (nemo.core.ModelPT method)
test_step_outputs (nemo.core.ModelPT property)
TextToTextDataset (class in nemo.collections.asr.data.text_to_text)
TextToTextIterableDataset (class in nemo.collections.asr.data.text_to_text)
time_sync_decoding() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method)
TimeStretchPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
TokenizerSpec (class in nemo.collections.common.tokenizers)
train_dataloader() (nemo.core.ModelPT method)
trainer() (nemo.core.ModelPT method)
training_step() (nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.MegatronControlNet method)
(nemo.collections.multimodal.models.text_to_image.dreambooth.dreambooth.MegatronDreamBooth method)
(nemo.collections.multimodal.models.text_to_image.imagen.imagen.MegatronImagen method)
(nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.ddpm.MegatronLatentDiffusion method)
(nemo.collections.nlp.models.language_modeling.megatron_bart_model.MegatronBARTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model.MegatronGPTSFTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method)
TranscodePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)
transcribe() (nemo.collections.asr.models.confidence_ensemble.ConfidenceEnsembleModel method)
(nemo.collections.asr.models.EncDecCTCModel method)
(nemo.collections.asr.models.EncDecCTCModelBPE method)
(nemo.collections.asr.models.EncDecRNNTBPEModel method)
(nemo.collections.asr.models.EncDecRNNTModel method)
(nemo.collections.asr.models.SLUIntentSlotBPEModel method)
(nemo.collections.asr.parts.mixins.transcription.TranscriptionMixin method)
transcribe_generator() (nemo.collections.asr.parts.mixins.transcription.TranscriptionMixin method)
transcribe_simulate_cache_aware_streaming() (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method)
TranscribeConfig (class in nemo.collections.asr.parts.mixins.transcription)
TranscriptionMixin (class in nemo.collections.asr.parts.mixins.transcription)
TTSDataset (class in nemo.collections.tts.data.dataset)
TwoStagesModel (class in nemo.collections.tts.models)
type_parameters (nemo.core.neural_types.elements.ElementType property)
typecheck (class in nemo.core.classes.common)
typecheck.TypeState (class in nemo.core.classes.common)
U
UL2Dataset (class in nemo.collections.nlp.data.language_modeling.megatron.ul2_dataset)
UNetModel (class in nemo.collections.multimodal.modules.imagen.diffusionmodules.nets)
(class in nemo.collections.multimodal.modules.stable_diffusion.diffusionmodules.openaimodel)
unfreeze() (nemo.core.NeuralModule method)
unfreeze_enabled_adapters() (nemo.core.adapter_mixins.AdapterModuleMixin method)
UnivNetModel (class in nemo.collections.tts.models)
update() (nemo.collections.common.metrics.Perplexity method)
update_adapter_cfg() (nemo.core.adapter_mixins.AdapterModelPTMixin method)
update_save_restore_connector() (nemo.core.ModelPT class method)
V
val_dataloader() (nemo.core.ModelPT method)
validation_step() (nemo.collections.multimodal.models.text_to_image.imagen.imagen.MegatronImagen method)
(nemo.collections.nlp.models.language_modeling.megatron_bart_model.MegatronBARTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model.MegatronGPTSFTModel method)
(nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method)
validation_step_outputs (nemo.core.ModelPT property)
verify_speakers() (nemo.collections.asr.models.label_models.EncDecSpeakerLabelModel method)
Vocoder (class in nemo.collections.tts.models.base)
VocoderDataset (class in nemo.collections.tts.data.dataset)
W
WaveGlowModel (class in nemo.collections.tts.models)
WebDatasetCommon (class in nemo.collections.multimodal.data.common.webdataset)
WhiteNoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb)