Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | R | S | T | U | V | 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.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) _remove_extra_batch_keys() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) 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) AdaptiveRMSNorm (class in nemo.collections.audio.parts.submodules.transformerunet) add_adapter() (nemo.collections.asr.modules.ConvASRDecoder method) (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.RNNTJoint method) (nemo.core.adapter_mixins.AdapterModelPTMixin method) (nemo.core.adapter_mixins.AdapterModuleMixin method) add_align_prior_matrix() (nemo.collections.tts.data.dataset.TTSDataset method) add_durations() (nemo.collections.tts.data.dataset.TTSDataset method) add_energy() (nemo.collections.tts.data.dataset.TTSDataset method) add_interctc_losses() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) add_lm_tokens() (nemo.collections.tts.data.dataset.MixerTTSXDataset method) add_log_mel() (nemo.collections.tts.data.dataset.TTSDataset method) add_p_voiced() (nemo.collections.tts.data.dataset.TTSDataset method) add_pitch() (nemo.collections.tts.data.dataset.TTSDataset method) add_reference_audio() (nemo.collections.tts.data.dataset.TTSDataset method) add_speaker_id() (nemo.collections.tts.data.dataset.TTSDataset method) add_special_tokens() (nemo.collections.common.tokenizers.AutoTokenizer method) (nemo.collections.common.tokenizers.SentencePieceTokenizer method) (nemo.collections.common.tokenizers.TokenizerSpec method) add_voiced_mask() (nemo.collections.tts.data.dataset.TTSDataset method) additional_special_tokens_ids (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.SentencePieceTokenizer property) affine_layer() (nemo.collections.asr.modules.SpeakerDecoder method) AGGREGATE_TOKENIZERS_DICT_PREFIX (nemo.collections.asr.parts.mixins.mixins.ASRBPEMixin attribute) AggregatorLoss (class in nemo.collections.common.losses) align_length_sync_decoding() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) alpha() (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseScheduleVE method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseScheduleVP method) alpha_bar_from_alpha() (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) alpha_t_max (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule property) AnnealedLangevinDynamics (class in nemo.collections.audio.parts.submodules.diffusion) apply_ban() (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter method) apply_chat_template() (nemo.collections.common.tokenizers.AutoTokenizer method) (nemo.collections.common.tokenizers.TokenizerSpec method) apply_diag_reg() (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter method) apply_filter() (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter method) (nemo.collections.audio.parts.submodules.multichannel.WPEFilter method) as_frozen() (nemo.core.classes.module.NeuralModule method) (nemo.core.NeuralModule method) ASRBPEMixin (class in nemo.collections.asr.parts.mixins.mixins) ASRModuleMixin (class in nemo.collections.asr.parts.mixins.mixins) AudioToAudioModel (class in nemo.collections.audio.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) AudioToSpectrogram (class in nemo.collections.audio.modules.transforms) AudioToTargetDataset (class in nemo.collections.audio.data.audio_to_audio) AudioToTargetWithEmbeddingDataset (class in nemo.collections.audio.data.audio_to_audio) AudioToTargetWithReferenceDataset (class in nemo.collections.audio.data.audio_to_audio) augmentor (nemo.collections.asr.parts.mixins.transcription.TranscribeConfig attribute) 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 BaseAudioDataset (class in nemo.collections.audio.data.audio_to_audio) batch_aggregate_states_beam() (nemo.collections.asr.modules.RNNTDecoder class method) 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_size (nemo.collections.asr.parts.mixins.transcription.TranscribeConfig attribute) batch_split_states() (nemo.collections.asr.modules.RNNTDecoder class method) (nemo.collections.asr.modules.StatelessTransducerDecoder class method) batch_unsplit_states() (nemo.collections.asr.modules.RNNTDecoder class method) (nemo.collections.asr.modules.StatelessTransducerDecoder class method) BeamBatchedRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_beam_decoding) BeamBatchedTDTInfer (class in nemo.collections.asr.parts.submodules.tdt_beam_decoding) BeamCTCInfer (class in nemo.collections.asr.parts.submodules.ctc_beam_decoding) BeamRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_beam_decoding) BeamTDTInfer (class in nemo.collections.asr.parts.submodules.tdt_beam_decoding) bos (nemo.collections.common.tokenizers.TokenizerSpec property) bos_id (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.SentencePieceTokenizer property) build_train_valid_test_datasets() (nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.MegatronControlNet 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) C cache_latents() (nemo.collections.multimodal.data.dreambooth.dreambooth_dataset.DreamBoothDataset method) 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) channel_selector (nemo.collections.asr.parts.mixins.transcription.TranscribeConfig attribute) ChannelAttentionPool (class in nemo.collections.audio.parts.submodules.multichannel) ChannelAugment (class in nemo.collections.audio.parts.submodules.multichannel) ChannelAveragePool (class in nemo.collections.audio.parts.submodules.multichannel) check_supported_adapter_type_() (nemo.core.adapter_mixins.AdapterModuleMixin method) check_valid_model_with_adapter_support_() (nemo.core.adapter_mixins.AdapterModelPTMixin method) checkpoint_callback_params (nemo.utils.exp_manager.ExpManagerConfig attribute) clearml_logger_kwargs (nemo.utils.exp_manager.ExpManagerConfig attribute) clone_state() (nemo.collections.asr.modules.RNNTDecoder class method) (nemo.collections.asr.modules.StatelessTransducerDecoder class method) cls (nemo.collections.common.tokenizers.TokenizerSpec property) cls_id (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.SentencePieceTokenizer property) coefficients() (nemo.collections.audio.parts.submodules.diffusion.OrnsteinUhlenbeckVarianceExplodingSDE method) (nemo.collections.audio.parts.submodules.diffusion.ReverseStochasticDifferentialEquation method) (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation method) 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.elements.ElementType method) (nemo.core.neural_types.NeuralType method) compare_and_raise_error() (nemo.core.neural_types.NeuralType method) compute() (nemo.collections.common.metrics.Perplexity method) compute_ngram_score() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer 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) ConditionalFlow (class in nemo.collections.audio.parts.submodules.flow) ConditionalFlowMatchingEulerSampler (class in nemo.collections.audio.parts.submodules.flow) ConditionalFlowMatchingSampler (class in nemo.collections.audio.parts.submodules.flow) config (in module nemo.lightning.pytorch.callbacks), [1] configure_callbacks() (nemo.collections.audio.models.AudioToAudioModel method) configure_optimizers() (nemo.core.ModelPT method) configure_tokenizer() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) conformer_stream_step() (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method) ConformerEncoder (class in nemo.collections.asr.modules) CONTAINER_SIZE_MISMATCH (nemo.core.neural_types.comparison.NeuralTypeComparisonResult attribute) 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) ConvPositionEmbed (class in nemo.collections.audio.parts.submodules.transformerunet) convtensor() (nemo.collections.audio.parts.submodules.multichannel.WPEFilter class method) copy() (nemo.collections.audio.parts.submodules.diffusion.OrnsteinUhlenbeckVarianceExplodingSDE method) (nemo.collections.audio.parts.submodules.diffusion.ReverseStochasticDifferentialEquation method) (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseScheduleVE method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseScheduleVP method) Corrector (class in nemo.collections.audio.parts.submodules.diffusion) create_checkpoint_callback (nemo.utils.exp_manager.ExpManagerConfig attribute) create_clearml_logger (nemo.utils.exp_manager.ExpManagerConfig attribute) create_dllogger_logger (nemo.utils.exp_manager.ExpManagerConfig attribute) create_early_stopping_callback (nemo.utils.exp_manager.ExpManagerConfig attribute) create_fault_tolerance_callback (nemo.utils.exp_manager.ExpManagerConfig attribute) create_mlflow_logger (nemo.utils.exp_manager.ExpManagerConfig attribute) create_neptune_logger (nemo.utils.exp_manager.ExpManagerConfig attribute) create_preemption_callback (nemo.utils.exp_manager.ExpManagerConfig attribute) create_straggler_detection_callback (nemo.utils.exp_manager.ExpManagerConfig attribute) create_tensorboard_logger (nemo.utils.exp_manager.ExpManagerConfig attribute) create_wandb_logger (nemo.utils.exp_manager.ExpManagerConfig attribute) 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) D decode() (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method) decode_ids_to_tokens() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method) (nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding method) decode_tokens_to_str() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method) (nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding method) default_adapter_module_name (nemo.core.adapter_mixins.AdapterModelPTMixin property) default_beam_search() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer method) define_tokenizer_type() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding static method) define_word_start_condition() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding static method) DiarizationMixin (class in nemo.collections.asr.parts.mixins) diarize() (nemo.collections.asr.parts.mixins.DiarizationMixin method) DIM_INCOMPATIBLE (nemo.core.neural_types.comparison.NeuralTypeComparisonResult attribute) disable_checks() (nemo.core.classes.common.typecheck static method) disable_semantic_checks() (nemo.core.classes.common.typecheck static method) disable_validation_on_resume (nemo.utils.exp_manager.ExpManagerConfig attribute) disabled_deployment_input_names (nemo.collections.asr.modules.ConformerEncoder property) (nemo.collections.asr.modules.RNNTJoint property) (nemo.core.classes.exportable.Exportable property) disabled_deployment_output_names (nemo.collections.asr.modules.ConformerEncoder property) (nemo.core.classes.exportable.Exportable property) discretize() (nemo.collections.audio.parts.submodules.diffusion.ReverseStochasticDifferentialEquation method) (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation method) dllogger_logger_kwargs (nemo.utils.exp_manager.ExpManagerConfig attribute) DreamBoothDataset (class in nemo.collections.multimodal.data.dreambooth.dreambooth_dataset) dt (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation property) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule property) dynamic_shapes_for_export() (nemo.core.classes.exportable.Exportable method) E early_stopping_callback_params (nemo.utils.exp_manager.ExpManagerConfig attribute) EfficientUNetModel (class in nemo.collections.multimodal.modules.imagen.diffusionmodules.nets) ElementType (class in nemo.core.neural_types.elements) ema (nemo.utils.exp_manager.ExpManagerConfig attribute) EMBEDDING_KEY (nemo.collections.audio.data.audio_to_audio_lhotse.LhotseAudioToTargetDataset attribute) enable_pad_mask() (nemo.collections.asr.modules.ConformerEncoder method) (nemo.collections.asr.modules.SqueezeformerEncoder method) enable_wrapping() (nemo.core.classes.common.typecheck static method) EncMaskDecAudioToAudioModel (class in nemo.collections.audio.models) encode() (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method) (nemo.collections.multimodal.modules.imagen.encoder.t5encoder.T5Encoder method) eod (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.TokenizerSpec property) eos (nemo.collections.common.tokenizers.TokenizerSpec property) eos_id (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.SentencePieceTokenizer property) estimate_correlations() (nemo.collections.audio.parts.submodules.multichannel.WPEFilter method) estimate_filter() (nemo.collections.audio.parts.submodules.multichannel.WPEFilter method) estimator_time (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBSampler property) evaluation_step() (nemo.collections.audio.models.AudioToAudioModel method) (nemo.collections.audio.models.EncMaskDecAudioToAudioModel method) (nemo.collections.audio.models.FlowMatchingAudioToAudioModel method) (nemo.collections.audio.models.PredictiveAudioToAudioModel method) (nemo.collections.audio.models.SchroedingerBridgeAudioToAudioModel method) (nemo.collections.audio.models.ScoreBasedGenerativeAudioToAudioModel method) exp_dir (nemo.utils.exp_manager.ExpManagerConfig attribute) exp_manager (class in nemo.utils.exp_manager) explicit_log_dir (nemo.utils.exp_manager.ExpManagerConfig attribute) 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 f() (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseScheduleVE method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseScheduleVP method) fault_tolerance (nemo.utils.exp_manager.ExpManagerConfig attribute) fields (nemo.core.neural_types.elements.ElementType property) files_to_copy (nemo.utils.exp_manager.ExpManagerConfig attribute) filter_banks (nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor property) filter_files() (nemo.collections.tts.data.dataset.TTSDataset static method) 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) flow() (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) FlowMatchingAudioToAudioModel (class in nemo.collections.audio.models) forward (nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation attribute) (nemo.collections.audio.models.FlowMatchingAudioToAudioModel attribute) (nemo.collections.audio.models.SchroedingerBridgeAudioToAudioModel attribute) (nemo.collections.audio.models.ScoreBasedGenerativeAudioToAudioModel attribute) (nemo.collections.audio.parts.submodules.diffusion.Corrector attribute) (nemo.collections.audio.parts.submodules.diffusion.PredictorCorrectorSampler attribute) (nemo.collections.audio.parts.submodules.multichannel.ChannelAugment attribute) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBSampler attribute) forward() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) (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.SampledRNNTJoint method) (nemo.collections.asr.modules.SpeakerDecoder method) (nemo.collections.asr.modules.SpectrogramAugmentation method) (nemo.collections.asr.modules.SqueezeformerEncoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder 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_beam_decoding.BeamBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamBatchedTDTInfer method) (nemo.collections.audio.losses.MAELoss method) (nemo.collections.audio.losses.MSELoss method) (nemo.collections.audio.losses.SDRLoss method) (nemo.collections.audio.models.EncMaskDecAudioToAudioModel method) (nemo.collections.audio.models.PredictiveAudioToAudioModel method) (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures method) (nemo.collections.audio.modules.masking.MaskBasedBeamformer method) (nemo.collections.audio.modules.masking.MaskBasedDereverbWPE method) (nemo.collections.audio.modules.masking.MaskEstimatorFlexChannels method) (nemo.collections.audio.modules.masking.MaskEstimatorGSS method) (nemo.collections.audio.modules.masking.MaskEstimatorRNN method) (nemo.collections.audio.modules.masking.MaskReferenceChannel method) (nemo.collections.audio.modules.projections.MixtureConsistencyProjection method) (nemo.collections.audio.modules.ssl_pretrain_masking.SSLPretrainWithMaskedPatch method) (nemo.collections.audio.modules.transforms.AudioToSpectrogram method) (nemo.collections.audio.modules.transforms.SpectrogramToAudio method) (nemo.collections.audio.parts.submodules.diffusion.AnnealedLangevinDynamics method) (nemo.collections.audio.parts.submodules.diffusion.Predictor method) (nemo.collections.audio.parts.submodules.diffusion.ReverseDiffusionPredictor method) (nemo.collections.audio.parts.submodules.flow.ConditionalFlowMatchingEulerSampler method) (nemo.collections.audio.parts.submodules.flow.ConditionalFlowMatchingSampler method) (nemo.collections.audio.parts.submodules.multichannel.ChannelAttentionPool method) (nemo.collections.audio.parts.submodules.multichannel.ChannelAveragePool method) (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter method) (nemo.collections.audio.parts.submodules.multichannel.ReferenceChannelEstimatorSNR method) (nemo.collections.audio.parts.submodules.multichannel.TransformAttendConcatenate method) (nemo.collections.audio.parts.submodules.multichannel.TransformAverageConcatenate method) (nemo.collections.audio.parts.submodules.multichannel.WPEFilter method) (nemo.collections.audio.parts.submodules.ncsnpp.GaussianFourierProjection method) (nemo.collections.audio.parts.submodules.ncsnpp.NoiseConditionalScoreNetworkPlusPlus method) (nemo.collections.audio.parts.submodules.ncsnpp.ResnetBlockBigGANPlusPlus method) (nemo.collections.audio.parts.submodules.ncsnpp.SpectrogramNoiseConditionalScoreNetworkPlusPlus method) (nemo.collections.audio.parts.submodules.transformerunet.AdaptiveRMSNorm method) (nemo.collections.audio.parts.submodules.transformerunet.ConvPositionEmbed method) (nemo.collections.audio.parts.submodules.transformerunet.GEGLU method) (nemo.collections.audio.parts.submodules.transformerunet.LearnedSinusoidalPosEmb method) (nemo.collections.audio.parts.submodules.transformerunet.RMSNorm method) (nemo.collections.audio.parts.submodules.transformerunet.SpectrogramTransformerUNet method) (nemo.collections.audio.parts.submodules.transformerunet.TransformerUNet 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(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) TranscodePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) transcribe() (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) TransformAttendConcatenate (class in nemo.collections.audio.parts.submodules.multichannel) TransformAverageConcatenate (class in nemo.collections.audio.parts.submodules.multichannel) TransformerUNet (class in nemo.collections.audio.parts.submodules.transformerunet) TRANSPOSE_SAME (nemo.core.neural_types.comparison.NeuralTypeComparisonResult attribute) TTSDataset (class in nemo.collections.tts.data.dataset) 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 UNCHECKED (nemo.core.neural_types.comparison.NeuralTypeComparisonResult attribute) UNetModel (class in nemo.collections.multimodal.modules.imagen.diffusionmodules.nets) (class in nemo.collections.multimodal.modules.stable_diffusion.diffusionmodules.openaimodel) unfreeze() (nemo.core.classes.module.NeuralModule method) (nemo.core.NeuralModule method) unfreeze_enabled_adapters() (nemo.core.adapter_mixins.AdapterModuleMixin method) UNINITIALIZED (nemo.core.classes.common.typecheck.TypeState attribute) unique_identifiers (nemo.collections.common.tokenizers.TokenizerSpec property) unk_id (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.SentencePieceTokenizer property) unwrapped_call() (nemo.core.classes.common.typecheck method) update() (nemo.collections.common.metrics.Perplexity method) update_access_cfg() (nemo.core.classes.mixins.access_mixins.AccessMixin class method) update_adapter_cfg() (nemo.core.adapter_mixins.AdapterModelPTMixin method) update_masks() (nemo.collections.audio.modules.masking.MaskEstimatorGSS method) update_max_seq_length() (nemo.collections.asr.modules.ConformerEncoder method) (nemo.collections.asr.modules.SqueezeformerEncoder method) update_max_sequence_length() (nemo.collections.asr.modules.ConvASREncoder method) update_pdf() (nemo.collections.audio.modules.masking.MaskEstimatorGSS method) update_save_restore_connector() (nemo.core.ModelPT class method) update_weights() (nemo.collections.audio.modules.masking.MaskEstimatorGSS method) use_datetime_version (nemo.utils.exp_manager.ExpManagerConfig attribute) V val val_dataloader() (nemo.core.ModelPT method) validation_step() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) (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) validation_step_outputs (nemo.core.ModelPT property) vector_field() (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) (nemo.collections.audio.parts.submodules.flow.OptimalTransportFlow method) verbose (nemo.collections.asr.parts.mixins.transcription.TranscribeConfig attribute) version (nemo.utils.exp_manager.ExpManagerConfig attribute) vocab (nemo.collections.common.tokenizers.AutoTokenizer property) (nemo.collections.common.tokenizers.SentencePieceTokenizer property) vocab_size (nemo.collections.common.tokenizers.AutoTokenizer property) vocabulary (nemo.collections.asr.modules.ConvASRDecoder property) Vocoder (class in nemo.collections.tts.models.base) VocoderDataset (class in nemo.collections.tts.data.dataset) W wandb_logger_kwargs (nemo.utils.exp_manager.ExpManagerConfig attribute) WebDatasetCommon (class in nemo.collections.multimodal.data.common.webdataset) wer (nemo.collections.asr.modules.RNNTJoint property) WhiteNoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) win_length (nemo.collections.audio.modules.transforms.AudioToSpectrogram property) (nemo.collections.audio.modules.transforms.SpectrogramToAudio property) WPEFilter (class in nemo.collections.audio.parts.submodules.multichannel) wrapped_call() (nemo.core.classes.common.typecheck method)
