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.common.tokenizers.TokenizerSpec 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.modules.imagen.encoder.t5encoder.T5Encoder method) (nemo.collections.multimodal.modules.stable_diffusion.encoders.modules.FrozenMegatronCLIPEmbedder method) _diarize_forward() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _diarize_input_manifest_processing() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _diarize_input_processing() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _diarize_on_begin() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _diarize_on_end() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _diarize_output_processing() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _input_audio_to_rttm_processing() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) _remove_extra_batch_keys() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) _setup_diarize_dataloader() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin 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) 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_interctc_losses() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) 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_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.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) 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_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) 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) 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) clone_state() (nemo.collections.asr.modules.RNNTDecoder class method) (nemo.collections.asr.modules.StatelessTransducerDecoder class method) 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.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) 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) 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_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) 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) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding static method) define_word_start_condition() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding static method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding static method) DiarizationMixin (class in nemo.collections.asr.parts.mixins) diarize() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) (nemo.collections.asr.parts.mixins.DiarizationMixin method) diarize_generator() (nemo.collections.asr.parts.mixins.diarization.SpkDiarizationMixin method) disable_checks() (nemo.core.classes.common.typecheck static method) disable_cuda_graphs() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedTDTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamBatchedTDTInfer 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.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) 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) E EfficientUNetModel (class in nemo.collections.multimodal.modules.imagen.diffusionmodules.nets) ElementType (class in nemo.core.neural_types.elements) enable_pad_mask() (nemo.collections.asr.modules.ConformerEncoder method) EncDecSpeakerLabelModel (class in nemo.collections.asr.models.label_models) 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) estimate_correlations() (nemo.collections.audio.parts.submodules.multichannel.WPEFilter method) estimate_filter() (nemo.collections.audio.parts.submodules.multichannel.WPEFilter 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 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) 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) flow() (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) FlowMatchingAudioToAudioModel (class in nemo.collections.audio.models) forward() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) (nemo.collections.asr.modules.ConformerEncoder 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.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedTDTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyTDTInfer 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.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.NoiseConditionalScoreNetworkPlusPlus method) (nemo.collections.audio.parts.submodules.ncsnpp.ResnetBlockBigGANPlusPlus method) (nemo.collections.audio.parts.submodules.transformerunet.ConvPositionEmbed method) (nemo.collections.audio.parts.submodules.transformerunet.LearnedSinusoidalPosEmb method) (nemo.collections.audio.parts.submodules.transformerunet.SpectrogramTransformerUNet method) (nemo.collections.audio.parts.submodules.transformerunet.TransformerUNet method) (nemo.collections.multimodal.modules.stable_diffusion.encoders.modules.FrozenMegatronCLIPEmbedder method) forward_enabled_adapters() (nemo.core.adapter_mixins.AdapterModuleMixin method) forward_for_export() (nemo.collections.asr.modules.ConformerEncoder method) forward_internal() (nemo.collections.asr.modules.ConformerEncoder method) (nemo.collections.audio.models.FlowMatchingAudioToAudioModel method) forward_single_enabled_adapter_() (nemo.core.adapter_mixins.AdapterModuleMixin method) freeze() (nemo.core.NeuralModule method) FrozenMegatronCLIPEmbedder (class in nemo.collections.multimodal.modules.stable_diffusion.encoders.modules) full_state_update (nemo.collections.common.metrics.Perplexity attribute) G g() (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) GainPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) GaussianFourierProjection (class in nemo.collections.audio.parts.submodules.ncsnpp) GEGLU (class in nemo.collections.audio.parts.submodules.transformerunet) generate_spectrogram() (nemo.collections.tts.models.base.SpectrogramGenerator method) generate_time() (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation method) (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) get_accepted_adapter_types() (nemo.core.adapter_mixins.AdapterModuleMixin method) get_adapter_cfg() (nemo.core.adapter_mixins.AdapterModuleMixin method) get_adapter_module() (nemo.core.adapter_mixins.AdapterModuleMixin method) get_alibi_bias() (nemo.collections.audio.parts.submodules.transformerunet.TransformerUNet method) get_alphas() (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) get_captured_interctc_tensors() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin 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_mean_std_time_channel() (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures class method) get_mean_time_channel() (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures static method) get_module_registry() (nemo.core.classes.mixins.access_mixins.AccessMixin class method) get_output_length() (nemo.collections.audio.modules.transforms.AudioToSpectrogram method) (nemo.collections.audio.modules.transforms.SpectrogramToAudio method) get_sigmas() (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) get_test_dataloader_prefix() (nemo.core.ModelPT method) get_validation_dataloader_prefix() (nemo.core.ModelPT method) get_words_offsets() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method) (nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding static method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding static method) greedy_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) GreedyBatchedRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_greedy_decoding) GreedyBatchedTDTInfer (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) GreedyTDTInfer (class in nemo.collections.asr.parts.submodules.rnnt_greedy_decoding) H has_artifacts() (nemo.core.ModelPT method) has_native_or_submodules_artifacts() (nemo.core.ModelPT method) has_nemo_submodules() (nemo.core.ModelPT method) hparams (nemo.core.ModelPT property) 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) init_alibi() (nemo.collections.audio.parts.submodules.transformerunet.TransformerUNet method) init_weights_() (nemo.collections.audio.parts.submodules.ncsnpp.ResnetBlockBigGANPlusPlus method) 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.core.NeuralModule method) input_types (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.BeamBatchedRNNTInfer property) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer property) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamBatchedTDTInfer property) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer property) (nemo.collections.audio.losses.MAELoss property) (nemo.collections.audio.losses.MSELoss property) (nemo.collections.audio.losses.SDRLoss property) (nemo.collections.audio.models.EncMaskDecAudioToAudioModel property) (nemo.collections.audio.models.FlowMatchingAudioToAudioModel property) (nemo.collections.audio.models.PredictiveAudioToAudioModel property) (nemo.collections.audio.models.SchroedingerBridgeAudioToAudioModel property) (nemo.collections.audio.models.ScoreBasedGenerativeAudioToAudioModel property) (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures property) (nemo.collections.audio.modules.masking.MaskBasedBeamformer property) (nemo.collections.audio.modules.masking.MaskBasedDereverbWPE property) (nemo.collections.audio.modules.masking.MaskEstimatorFlexChannels property) (nemo.collections.audio.modules.masking.MaskEstimatorGSS property) (nemo.collections.audio.modules.masking.MaskEstimatorRNN property) (nemo.collections.audio.modules.masking.MaskReferenceChannel property) (nemo.collections.audio.modules.projections.MixtureConsistencyProjection property) (nemo.collections.audio.modules.ssl_pretrain_masking.SSLPretrainWithMaskedPatch property) (nemo.collections.audio.modules.transforms.AudioToSpectrogram property) (nemo.collections.audio.modules.transforms.SpectrogramToAudio property) (nemo.collections.audio.parts.submodules.multichannel.ChannelAttentionPool property) (nemo.collections.audio.parts.submodules.multichannel.ChannelAugment property) (nemo.collections.audio.parts.submodules.multichannel.ChannelAveragePool property) (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter property) (nemo.collections.audio.parts.submodules.multichannel.ReferenceChannelEstimatorSNR property) (nemo.collections.audio.parts.submodules.multichannel.TransformAttendConcatenate property) (nemo.collections.audio.parts.submodules.multichannel.TransformAverageConcatenate property) (nemo.collections.audio.parts.submodules.multichannel.WPEFilter property) (nemo.collections.audio.parts.submodules.ncsnpp.GaussianFourierProjection property) (nemo.collections.audio.parts.submodules.ncsnpp.NoiseConditionalScoreNetworkPlusPlus property) (nemo.collections.audio.parts.submodules.ncsnpp.SpectrogramNoiseConditionalScoreNetworkPlusPlus property) (nemo.collections.audio.parts.submodules.transformerunet.SpectrogramTransformerUNet property) (nemo.collections.audio.parts.submodules.transformerunet.TransformerUNet property) input_types_for_export (nemo.collections.asr.modules.ConformerEncoder property) InterCTCMixin (class in nemo.collections.asr.parts.mixins.interctc_mixin) 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) istft() (nemo.collections.audio.modules.transforms.SpectrogramToAudio method) J JasperBlock (class in nemo.collections.asr.parts.submodules.jasper) joint_after_projection() (nemo.collections.asr.modules.RNNTJoint method) L LearnedSinusoidalPosEmb (class in nemo.collections.audio.parts.submodules.transformerunet) LhotseAudioToTargetDataset (class in nemo.collections.audio.data.audio_to_audio_lhotse) list_available_models() (nemo.collections.audio.models.AudioToAudioModel class method) (nemo.collections.audio.models.EncMaskDecAudioToAudioModel class 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) list_export_subnets() (nemo.core.classes.exportable.Exportable method) load_adapters() (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 MAELoss (class in nemo.collections.audio.losses) make_pad_mask() (nemo.collections.asr.modules.SqueezeformerEncoder method) mask_select_states() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) MaskBasedBeamformer (class in nemo.collections.audio.modules.masking) MaskBasedDereverbWPE (class in nemo.collections.audio.modules.masking) masked_cross_entropy() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) (in module nemo.collections.speechlm.models.hf_auto_model_for_speech_seq2seq) MaskEstimatorFlexChannels (class in nemo.collections.audio.modules.masking) MaskEstimatorGSS (class in nemo.collections.audio.modules.masking) MaskEstimatorRNN (class in nemo.collections.audio.modules.masking) MaskReferenceChannel (class in nemo.collections.audio.modules.masking) match_batch_length() (nemo.collections.audio.models.AudioToAudioModel static method) maybe_enable_cuda_graphs() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedTDTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamBatchedTDTInfer method) maybe_init_from_pretrained_checkpoint() (nemo.core.ModelPT method) mean() (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) (nemo.collections.audio.parts.submodules.flow.OptimalTransportFlow method) MegatronImagen (class in nemo.collections.multimodal.models.text_to_image.imagen.imagen) MelToSpec (class in nemo.collections.tts.models.base) merge_duplicate_hypotheses() (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer method) MHAResidualAddAdapterStrategy (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module) MixerTTSXDataset (class in nemo.collections.tts.data.dataset) MixtureConsistencyProjection (class in nemo.collections.audio.modules.projections) model_config_yaml (nemo.core.connectors.save_restore_connector.SaveRestoreConnector property) model_extracted_dir (nemo.core.connectors.save_restore_connector.SaveRestoreConnector property) model_weights_ckpt (nemo.core.connectors.save_restore_connector.SaveRestoreConnector property) ModelPT (class in nemo.core) modified_adaptive_expansion_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer method) modify_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) MSELoss (class in nemo.collections.audio.losses) (class in nemo.collections.common.losses) multi_test_epoch_end() (nemo.collections.audio.models.AudioToAudioModel method) (nemo.core.ModelPT method) multi_validation_epoch_end() (nemo.collections.audio.models.AudioToAudioModel 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) 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) NoiseConditionalScoreNetworkPlusPlus (class in nemo.collections.audio.parts.submodules.ncsnpp) NoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) normalize() (nemo.collections.audio.modules.masking.MaskEstimatorGSS method) normalize_mean() (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures method) normalize_mean_var() (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures method) num_channels (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures property) num_channels() (nemo.collections.audio.data.audio_to_audio.BaseAudioDataset method) num_features (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures property) num_weights (nemo.core.ModelPT property) (nemo.core.NeuralModule property) O on_after_backward() (nemo.collections.audio.models.AudioToAudioModel method) on_fit_start() (nemo.core.ModelPT method) on_predict_end() (nemo.core.ModelPT 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_epoch_start() (in module nemo.lightning.pytorch.callbacks) on_train_start() (nemo.core.ModelPT method) on_validation_epoch_end() (nemo.core.ModelPT method) OptimalTransportFlow (class in nemo.collections.audio.parts.submodules.flow) OrnsteinUhlenbeckVarianceExplodingSDE (class in nemo.collections.audio.parts.submodules.diffusion) output_types (nemo.collections.asr.data.audio_to_text.AudioToBPEDataset property) (nemo.collections.asr.data.audio_to_text.AudioToCharDataset 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.BeamBatchedRNNTInfer property) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer property) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamBatchedTDTInfer property) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer property) (nemo.collections.audio.data.audio_to_audio.AudioToTargetDataset property) (nemo.collections.audio.data.audio_to_audio.AudioToTargetWithEmbeddingDataset property) (nemo.collections.audio.data.audio_to_audio.AudioToTargetWithReferenceDataset property) (nemo.collections.audio.data.audio_to_audio.BaseAudioDataset property) (nemo.collections.audio.losses.MAELoss property) (nemo.collections.audio.losses.MSELoss property) (nemo.collections.audio.losses.SDRLoss property) (nemo.collections.audio.models.EncMaskDecAudioToAudioModel property) (nemo.collections.audio.models.FlowMatchingAudioToAudioModel property) (nemo.collections.audio.models.PredictiveAudioToAudioModel property) (nemo.collections.audio.models.SchroedingerBridgeAudioToAudioModel property) (nemo.collections.audio.models.ScoreBasedGenerativeAudioToAudioModel property) (nemo.collections.audio.modules.features.SpectrogramToMultichannelFeatures property) (nemo.collections.audio.modules.masking.MaskBasedBeamformer property) (nemo.collections.audio.modules.masking.MaskBasedDereverbWPE property) (nemo.collections.audio.modules.masking.MaskEstimatorFlexChannels property) (nemo.collections.audio.modules.masking.MaskEstimatorGSS property) (nemo.collections.audio.modules.masking.MaskEstimatorRNN property) (nemo.collections.audio.modules.masking.MaskReferenceChannel property) (nemo.collections.audio.modules.projections.MixtureConsistencyProjection property) (nemo.collections.audio.modules.ssl_pretrain_masking.SSLPretrainWithMaskedPatch property) (nemo.collections.audio.modules.transforms.AudioToSpectrogram property) (nemo.collections.audio.modules.transforms.SpectrogramToAudio property) (nemo.collections.audio.parts.submodules.multichannel.ChannelAttentionPool property) (nemo.collections.audio.parts.submodules.multichannel.ChannelAugment property) (nemo.collections.audio.parts.submodules.multichannel.ChannelAveragePool property) (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter property) (nemo.collections.audio.parts.submodules.multichannel.ReferenceChannelEstimatorSNR property) (nemo.collections.audio.parts.submodules.multichannel.TransformAttendConcatenate property) (nemo.collections.audio.parts.submodules.multichannel.TransformAverageConcatenate property) (nemo.collections.audio.parts.submodules.multichannel.WPEFilter property) (nemo.collections.audio.parts.submodules.ncsnpp.GaussianFourierProjection property) (nemo.collections.audio.parts.submodules.ncsnpp.NoiseConditionalScoreNetworkPlusPlus property) (nemo.collections.audio.parts.submodules.ncsnpp.SpectrogramNoiseConditionalScoreNetworkPlusPlus property) (nemo.collections.audio.parts.submodules.transformerunet.SpectrogramTransformerUNet property) (nemo.collections.audio.parts.submodules.transformerunet.TransformerUNet property) output_types_for_export (nemo.collections.asr.modules.ConformerEncoder property) P pack_nemo_file (nemo.core.connectors.save_restore_connector.SaveRestoreConnector property) pad_input() (nemo.collections.audio.parts.submodules.ncsnpp.NoiseConditionalScoreNetworkPlusPlus method) ParametricMultichannelWienerFilter (class in nemo.collections.audio.parts.submodules.multichannel) parse() (nemo.collections.tts.models.base.SpectrogramGenerator method) permute_convtensor() (nemo.collections.audio.parts.submodules.multichannel.WPEFilter class method) Perplexity (class in nemo.collections.common.metrics) perturb() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method) perturb_kernel_mean() (nemo.collections.audio.parts.submodules.diffusion.OrnsteinUhlenbeckVarianceExplodingSDE method) perturb_kernel_params() (nemo.collections.audio.parts.submodules.diffusion.OrnsteinUhlenbeckVarianceExplodingSDE method) perturb_kernel_std() (nemo.collections.audio.parts.submodules.diffusion.OrnsteinUhlenbeckVarianceExplodingSDE 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) PredictiveAudioToAudioModel (class in nemo.collections.audio.models) Predictor (class in nemo.collections.audio.parts.submodules.diffusion) PredictorCorrectorSampler (class in nemo.collections.audio.parts.submodules.diffusion) prefix_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer method) prepare_test() (nemo.core.ModelPT method) prior_sampling() (nemo.collections.audio.parts.submodules.diffusion.OrnsteinUhlenbeckVarianceExplodingSDE method) (nemo.collections.audio.parts.submodules.diffusion.ReverseStochasticDifferentialEquation method) (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation method) process() (nemo.collections.audio.models.AudioToAudioModel method) processor (in module nemo.collections.speechlm.models.hf_auto_model_for_speech_seq2seq) 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) R random_generator() (nemo.collections.common.data.dataset.ConcatDataset static method) recombine_hypotheses() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) ReferenceChannelEstimatorSNR (class in nemo.collections.audio.parts.submodules.multichannel) register_accessible_tensor() (nemo.core.classes.mixins.access_mixins.AccessMixin method) register_artifact() (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) replace_adapter_compatible_modules() (nemo.core.adapter_mixins.AdapterModelPTMixin method) reset_registry() (nemo.core.classes.mixins.access_mixins.AccessMixin method) ResnetBlockBigGANPlusPlus (class in nemo.collections.audio.parts.submodules.ncsnpp) 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.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) ReverseDiffusionPredictor (class in nemo.collections.audio.parts.submodules.diffusion) ReverseStochasticDifferentialEquation (class in nemo.collections.audio.parts.submodules.diffusion) RirAndNoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) RMSNorm (class in nemo.collections.audio.parts.submodules.transformerunet) 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 sample() (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) sampled_joint() (nemo.collections.asr.modules.SampledRNNTJoint method) SampledRNNTJoint (class in nemo.collections.asr.modules) save_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method) save_pretrained() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) save_to() (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) SBNoiseSchedule (class in nemo.collections.audio.parts.submodules.schroedinger_bridge) SBNoiseScheduleVE (class in nemo.collections.audio.parts.submodules.schroedinger_bridge) SBNoiseScheduleVP (class in nemo.collections.audio.parts.submodules.schroedinger_bridge) SBSampler (class in nemo.collections.audio.parts.submodules.schroedinger_bridge) SchroedingerBridgeAudioToAudioModel (class in nemo.collections.audio.models) score_hypothesis() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) ScoreBasedGenerativeAudioToAudioModel (class in nemo.collections.audio.models) SDRLoss (class in nemo.collections.audio.losses) 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) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer method) set_default_att_context_size() (nemo.collections.asr.modules.ConformerEncoder 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.imagen.imagen.MegatronImagen 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.core.ModelPT method) setup_optimization_flags() (nemo.collections.audio.models.AudioToAudioModel method) setup_optimizer_param_groups() (nemo.core.ModelPT method) setup_streaming_params() (nemo.collections.asr.modules.ConformerEncoder method) setup_test_data() (nemo.core.ModelPT method) setup_training_data() (nemo.core.ModelPT method) setup_validation_data() (nemo.core.ModelPT method) ShiftPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) sigma() (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) sigma_bar_from_sigma() (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule method) sigma_t_max (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule property) SmoothedCrossEntropyLoss (class in nemo.collections.common.losses) sort_nbest() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) (nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer method) SpanningLoss (class in nemo.collections.common.losses) SpeakerDecoder (class in nemo.collections.asr.modules) SpectrogramAugmentation (class in nemo.collections.asr.modules) SpectrogramGenerator (class in nemo.collections.tts.models.base) SpectrogramNoiseConditionalScoreNetworkPlusPlus (class in nemo.collections.audio.parts.submodules.ncsnpp) SpectrogramToAudio (class in nemo.collections.audio.modules.transforms) SpectrogramToMultichannelFeatures (class in nemo.collections.audio.modules.features) SpectrogramTransformerUNet (class in nemo.collections.audio.parts.submodules.transformerunet) SpeedPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) SpkDiarizationMixin (class in nemo.collections.asr.parts.mixins.diarization) SqueezeformerEncoder (class in nemo.collections.asr.modules) SSLPretrainWithMaskedPatch (class in nemo.collections.audio.modules.ssl_pretrain_masking) StatelessTransducerDecoder (class in nemo.collections.asr.modules) std() (nemo.collections.audio.parts.submodules.flow.ConditionalFlow method) (nemo.collections.audio.parts.submodules.flow.OptimalTransportFlow method) stft() (nemo.collections.audio.modules.transforms.AudioToSpectrogram method) StochasticDifferentialEquation (class in nemo.collections.audio.parts.submodules.diffusion) streaming_post_process() (nemo.collections.asr.modules.ConformerEncoder method) summarize() (nemo.core.ModelPT method) supported_export_formats (nemo.core.classes.exportable.Exportable property) T T5Encoder (class in nemo.collections.multimodal.modules.imagen.encoder.t5encoder) 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 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_delta (nemo.collections.audio.parts.submodules.diffusion.StochasticDifferentialEquation property) (nemo.collections.audio.parts.submodules.schroedinger_bridge.SBNoiseSchedule property) time_sync_decoding() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) TimeStretchPerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) tokenizer (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) (in module nemo.collections.speechlm.models.hf_auto_model_for_speech_seq2seq) TokenizerSpec (class in nemo.collections.common.tokenizers) trace() (nemo.collections.audio.parts.submodules.multichannel.ParametricMultichannelWienerFilter static method) train train_dataloader() (nemo.core.ModelPT method) trainer() (nemo.core.ModelPT method) training_step() (in module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm) (nemo.collections.multimodal.models.text_to_image.imagen.imagen.MegatronImagen 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) 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 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) update() (nemo.collections.common.metrics.Perplexity 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) 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) 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.imagen.imagen.MegatronImagen 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) verify_speakers() (nemo.collections.asr.models.label_models.EncDecSpeakerLabelModel method) verify_speakers_batch() (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 WebDatasetCommon (class in nemo.collections.multimodal.data.common.webdataset) WhiteNoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) WPEFilter (class in nemo.collections.audio.parts.submodules.multichannel) wrapped_call() (nemo.core.classes.common.typecheck method)
