LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
examples/__init__.py
nemo/__init__.py
nemo/constants.py
nemo/package_info.py
nemo/automodel/__init__.py
nemo/automodel/dist_utils.py
nemo/automodel/loss/__init__.py
nemo/automodel/loss/chunked_ce.py
nemo/automodel/loss/linear_ce.py
nemo/automodel/loss/masked_ce.py
nemo/collections/__init__.py
nemo/collections/asr/__init__.py
nemo/collections/asr/data/__init__.py
nemo/collections/asr/data/audio_to_ctm_dataset.py
nemo/collections/asr/data/audio_to_diar_label.py
nemo/collections/asr/data/audio_to_diar_label_lhotse.py
nemo/collections/asr/data/audio_to_label.py
nemo/collections/asr/data/audio_to_label_dataset.py
nemo/collections/asr/data/audio_to_text.py
nemo/collections/asr/data/audio_to_text_dali.py
nemo/collections/asr/data/audio_to_text_dataset.py
nemo/collections/asr/data/audio_to_text_lhotse.py
nemo/collections/asr/data/audio_to_text_lhotse_prompted.py
nemo/collections/asr/data/data_simulation.py
nemo/collections/asr/data/feature_to_label.py
nemo/collections/asr/data/feature_to_label_dataset.py
nemo/collections/asr/data/feature_to_text.py
nemo/collections/asr/data/feature_to_text_dataset.py
nemo/collections/asr/data/ssl_dataset.py
nemo/collections/asr/data/text_to_text.py
nemo/collections/asr/data/huggingface/__init__.py
nemo/collections/asr/data/huggingface/hf_audio_to_text.py
nemo/collections/asr/data/huggingface/hf_audio_to_text_dataset.py
nemo/collections/asr/losses/__init__.py
nemo/collections/asr/losses/angularloss.py
nemo/collections/asr/losses/bce_loss.py
nemo/collections/asr/losses/ctc.py
nemo/collections/asr/losses/lattice_losses.py
nemo/collections/asr/losses/rnnt.py
nemo/collections/asr/losses/rnnt_pytorch.py
nemo/collections/asr/losses/ssl_losses/__init__.py
nemo/collections/asr/losses/ssl_losses/contrastive.py
nemo/collections/asr/losses/ssl_losses/ctc.py
nemo/collections/asr/losses/ssl_losses/mlm.py
nemo/collections/asr/losses/ssl_losses/rnnt.py
nemo/collections/asr/metrics/__init__.py
nemo/collections/asr/metrics/bleu.py
nemo/collections/asr/metrics/der.py
nemo/collections/asr/metrics/multi_binary_acc.py
nemo/collections/asr/metrics/wer.py
nemo/collections/asr/models/__init__.py
nemo/collections/asr/models/aed_multitask_models.py
nemo/collections/asr/models/asr_model.py
nemo/collections/asr/models/classification_models.py
nemo/collections/asr/models/clustering_diarizer.py
nemo/collections/asr/models/confidence_ensemble.py
nemo/collections/asr/models/ctc_bpe_models.py
nemo/collections/asr/models/ctc_models.py
nemo/collections/asr/models/hybrid_asr_tts_models.py
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py
nemo/collections/asr/models/k2_aligner_model.py
nemo/collections/asr/models/k2_sequence_models.py
nemo/collections/asr/models/label_models.py
nemo/collections/asr/models/msdd_models.py
nemo/collections/asr/models/online_diarizer.py
nemo/collections/asr/models/rnnt_bpe_models.py
nemo/collections/asr/models/rnnt_models.py
nemo/collections/asr/models/slu_models.py
nemo/collections/asr/models/sortformer_diar_models.py
nemo/collections/asr/models/ssl_models.py
nemo/collections/asr/models/transformer_bpe_models.py
nemo/collections/asr/models/configs/__init__.py
nemo/collections/asr/models/configs/aligner_config.py
nemo/collections/asr/models/configs/asr_models_config.py
nemo/collections/asr/models/configs/classification_models_config.py
nemo/collections/asr/models/configs/diarizer_config.py
nemo/collections/asr/models/configs/k2_sequence_models_config.py
nemo/collections/asr/models/configs/matchboxnet_config.py
nemo/collections/asr/models/configs/quartznet_config.py
nemo/collections/asr/modules/__init__.py
nemo/collections/asr/modules/audio_preprocessing.py
nemo/collections/asr/modules/beam_search_decoder.py
nemo/collections/asr/modules/conformer_encoder.py
nemo/collections/asr/modules/conv_asr.py
nemo/collections/asr/modules/flashlight_decoder.py
nemo/collections/asr/modules/graph_decoder.py
nemo/collections/asr/modules/hybrid_autoregressive_transducer.py
nemo/collections/asr/modules/lstm_decoder.py
nemo/collections/asr/modules/msdd_diarizer.py
nemo/collections/asr/modules/rnn_encoder.py
nemo/collections/asr/modules/rnnt.py
nemo/collections/asr/modules/rnnt_abstract.py
nemo/collections/asr/modules/sortformer_modules.py
nemo/collections/asr/modules/squeezeformer_encoder.py
nemo/collections/asr/modules/wav2vec_modules.py
nemo/collections/asr/modules/ssl_modules/__init__.py
nemo/collections/asr/modules/ssl_modules/augmentation.py
nemo/collections/asr/modules/ssl_modules/masking.py
nemo/collections/asr/modules/ssl_modules/multi_layer_feat.py
nemo/collections/asr/modules/ssl_modules/multi_softmax_decoder.py
nemo/collections/asr/modules/ssl_modules/quantizers.py
nemo/collections/asr/modules/transformer/__init__.py
nemo/collections/asr/modules/transformer/bridge_encoders.py
nemo/collections/asr/modules/transformer/decoder_module.py
nemo/collections/asr/modules/transformer/encoder_module.py
nemo/collections/asr/modules/transformer/perceiver_encoders.py
nemo/collections/asr/modules/transformer/reduction_encoders.py
nemo/collections/asr/modules/transformer/text_generation.py
nemo/collections/asr/modules/transformer/transformer.py
nemo/collections/asr/modules/transformer/transformer_bottleneck.py
nemo/collections/asr/modules/transformer/transformer_decoders.py
nemo/collections/asr/modules/transformer/transformer_encoders.py
nemo/collections/asr/modules/transformer/transformer_generators.py
nemo/collections/asr/modules/transformer/transformer_modules.py
nemo/collections/asr/modules/transformer/transformer_utils.py
nemo/collections/asr/parts/__init__.py
nemo/collections/asr/parts/features.py
nemo/collections/asr/parts/context_biasing/__init__.py
nemo/collections/asr/parts/context_biasing/context_biasing_utils.py
nemo/collections/asr/parts/context_biasing/context_graph_ctc.py
nemo/collections/asr/parts/context_biasing/ctc_based_word_spotter.py
nemo/collections/asr/parts/k2/__init__.py
nemo/collections/asr/parts/k2/classes.py
nemo/collections/asr/parts/k2/grad_utils.py
nemo/collections/asr/parts/k2/graph_compilers.py
nemo/collections/asr/parts/k2/graph_decoders.py
nemo/collections/asr/parts/k2/graph_transducer.py
nemo/collections/asr/parts/k2/loss_mixins.py
nemo/collections/asr/parts/k2/map_loss.py
nemo/collections/asr/parts/k2/ml_loss.py
nemo/collections/asr/parts/k2/rnnt_logprobs.py
nemo/collections/asr/parts/k2/rnnt_logprobs_triton.py
nemo/collections/asr/parts/k2/topologies.py
nemo/collections/asr/parts/k2/utils.py
nemo/collections/asr/parts/k2/w_transducer.py
nemo/collections/asr/parts/mixins/__init__.py
nemo/collections/asr/parts/mixins/asr_adapter_mixins.py
nemo/collections/asr/parts/mixins/diarization.py
nemo/collections/asr/parts/mixins/interctc_mixin.py
nemo/collections/asr/parts/mixins/mixins.py
nemo/collections/asr/parts/mixins/streaming.py
nemo/collections/asr/parts/mixins/transcription.py
nemo/collections/asr/parts/numba/__init__.py
nemo/collections/asr/parts/numba/rnnt_loss/__init__.py
nemo/collections/asr/parts/numba/rnnt_loss/rnnt.py
nemo/collections/asr/parts/numba/rnnt_loss/rnnt_numpy.py
nemo/collections/asr/parts/numba/rnnt_loss/rnnt_pytorch.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/__init__.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/global_constants.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/rnnt_helper.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/cpu_utils/__init__.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/cpu_utils/cpu_rnnt.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/cuda_utils/__init__.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/cuda_utils/gpu_rnnt.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/cuda_utils/gpu_rnnt_kernel.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/cuda_utils/reduce.py
nemo/collections/asr/parts/numba/spec_augment/__init__.py
nemo/collections/asr/parts/numba/spec_augment/spec_aug_numba.py
nemo/collections/asr/parts/preprocessing/__init__.py
nemo/collections/asr/parts/preprocessing/feature_loader.py
nemo/collections/asr/parts/preprocessing/features.py
nemo/collections/asr/parts/preprocessing/perturb.py
nemo/collections/asr/parts/preprocessing/segment.py
nemo/collections/asr/parts/submodules/__init__.py
nemo/collections/asr/parts/submodules/batchnorm.py
nemo/collections/asr/parts/submodules/causal_convs.py
nemo/collections/asr/parts/submodules/classifier.py
nemo/collections/asr/parts/submodules/conformer_modules.py
nemo/collections/asr/parts/submodules/ctc_beam_decoding.py
nemo/collections/asr/parts/submodules/ctc_decoding.py
nemo/collections/asr/parts/submodules/ctc_greedy_decoding.py
nemo/collections/asr/parts/submodules/cuda_graph_rnnt_greedy_decoding.py
nemo/collections/asr/parts/submodules/jasper.py
nemo/collections/asr/parts/submodules/multi_head_attention.py
nemo/collections/asr/parts/submodules/multitask_beam_decoding.py
nemo/collections/asr/parts/submodules/multitask_decoding.py
nemo/collections/asr/parts/submodules/multitask_greedy_decoding.py
nemo/collections/asr/parts/submodules/rnnt_beam_decoding.py
nemo/collections/asr/parts/submodules/rnnt_decoding.py
nemo/collections/asr/parts/submodules/rnnt_greedy_decoding.py
nemo/collections/asr/parts/submodules/rnnt_loop_labels_computer.py
nemo/collections/asr/parts/submodules/spectr_augment.py
nemo/collections/asr/parts/submodules/squeezeformer_modules.py
nemo/collections/asr/parts/submodules/ssl_quantizers.py
nemo/collections/asr/parts/submodules/stateless_net.py
nemo/collections/asr/parts/submodules/subsampling.py
nemo/collections/asr/parts/submodules/tdnn_attention.py
nemo/collections/asr/parts/submodules/tdt_beam_decoding.py
nemo/collections/asr/parts/submodules/tdt_loop_labels_computer.py
nemo/collections/asr/parts/submodules/token_classifier.py
nemo/collections/asr/parts/submodules/wfst_decoder.py
nemo/collections/asr/parts/submodules/adapters/__init__.py
nemo/collections/asr/parts/submodules/adapters/attention_adapter_mixin.py
nemo/collections/asr/parts/submodules/adapters/multi_head_attention_adapter_module.py
nemo/collections/asr/parts/submodules/adapters/transformer_multi_head_attention_adapter_module.py
nemo/collections/asr/parts/submodules/ngram_lm/__init__.py
nemo/collections/asr/parts/submodules/ngram_lm/constants.py
nemo/collections/asr/parts/submodules/ngram_lm/kenlm_utils.py
nemo/collections/asr/parts/submodules/ngram_lm/ngram_lm_batched.py
nemo/collections/asr/parts/submodules/ngram_lm/ngram_lm_triton.py
nemo/collections/asr/parts/utils/__init__.py
nemo/collections/asr/parts/utils/activations.py
nemo/collections/asr/parts/utils/adapter_utils.py
nemo/collections/asr/parts/utils/asr_batching.py
nemo/collections/asr/parts/utils/asr_confidence_benchmarking_utils.py
nemo/collections/asr/parts/utils/asr_confidence_utils.py
nemo/collections/asr/parts/utils/asr_module_utils.py
nemo/collections/asr/parts/utils/asr_multispeaker_utils.py
nemo/collections/asr/parts/utils/confidence_metrics.py
nemo/collections/asr/parts/utils/data_simulation_utils.py
nemo/collections/asr/parts/utils/decoder_timestamps_utils.py
nemo/collections/asr/parts/utils/diarization_utils.py
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nemo/collections/asr/parts/utils/manifest_utils.py
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nemo/collections/asr/parts/utils/offline_clustering.py
nemo/collections/asr/parts/utils/online_clustering.py
nemo/collections/asr/parts/utils/optimization_utils.py
nemo/collections/asr/parts/utils/regularization_utils.py
nemo/collections/asr/parts/utils/rnnt_utils.py
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nemo/collections/asr/parts/utils/speaker_utils.py
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nemo/collections/asr/parts/utils/timestamp_utils.py
nemo/collections/asr/parts/utils/transcribe_utils.py
nemo/collections/asr/parts/utils/vad_utils.py
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nemo/collections/audio/__init__.py
nemo/collections/audio/data/__init__.py
nemo/collections/audio/data/audio_to_audio.py
nemo/collections/audio/data/audio_to_audio_dataset.py
nemo/collections/audio/data/audio_to_audio_lhotse.py
nemo/collections/audio/data/data_simulation.py
nemo/collections/audio/losses/__init__.py
nemo/collections/audio/losses/audio.py
nemo/collections/audio/metrics/__init__.py
nemo/collections/audio/metrics/audio.py
nemo/collections/audio/metrics/squim.py
nemo/collections/audio/models/__init__.py
nemo/collections/audio/models/audio_to_audio.py
nemo/collections/audio/models/enhancement.py
nemo/collections/audio/modules/__init__.py
nemo/collections/audio/modules/features.py
nemo/collections/audio/modules/masking.py
nemo/collections/audio/modules/projections.py
nemo/collections/audio/modules/ssl_pretrain_masking.py
nemo/collections/audio/modules/transforms.py
nemo/collections/audio/parts/__init__.py
nemo/collections/audio/parts/submodules/__init__.py
nemo/collections/audio/parts/submodules/conformer.py
nemo/collections/audio/parts/submodules/diffusion.py
nemo/collections/audio/parts/submodules/flow.py
nemo/collections/audio/parts/submodules/multichannel.py
nemo/collections/audio/parts/submodules/ncsnpp.py
nemo/collections/audio/parts/submodules/schroedinger_bridge.py
nemo/collections/audio/parts/submodules/transformerunet.py
nemo/collections/audio/parts/utils/__init__.py
nemo/collections/audio/parts/utils/audio.py
nemo/collections/audio/parts/utils/callbacks.py
nemo/collections/common/__init__.py
nemo/collections/common/callbacks/__init__.py
nemo/collections/common/callbacks/callbacks.py
nemo/collections/common/callbacks/ema.py
nemo/collections/common/data/__init__.py
nemo/collections/common/data/dataset.py
nemo/collections/common/data/prompt_fn.py
nemo/collections/common/data/utils.py
nemo/collections/common/data/lhotse/__init__.py
nemo/collections/common/data/lhotse/cutset.py
nemo/collections/common/data/lhotse/dataloader.py
nemo/collections/common/data/lhotse/nemo_adapters.py
nemo/collections/common/data/lhotse/sampling.py
nemo/collections/common/data/lhotse/text_adapters.py
nemo/collections/common/losses/__init__.py
nemo/collections/common/losses/aggregator.py
nemo/collections/common/losses/bce_logits_loss.py
nemo/collections/common/losses/cross_entropy.py
nemo/collections/common/losses/mse_loss.py
nemo/collections/common/losses/multi_similarity_loss.py
nemo/collections/common/losses/smoothed_cross_entropy.py
nemo/collections/common/losses/spanning_loss.py
nemo/collections/common/metrics/__init__.py
nemo/collections/common/metrics/classification_accuracy.py
nemo/collections/common/metrics/global_average_loss_metric.py
nemo/collections/common/metrics/metric_string_to_torchmetric.py
nemo/collections/common/metrics/perf_metrics.py
nemo/collections/common/metrics/perplexity.py
nemo/collections/common/metrics/punct_er.py
nemo/collections/common/parts/__init__.py
nemo/collections/common/parts/adapter_modules.py
nemo/collections/common/parts/mlm_scorer.py
nemo/collections/common/parts/multi_layer_perceptron.py
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nemo/collections/common/parts/patch_utils.py
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nemo/collections/common/parts/preprocessing/cleaners.py
nemo/collections/common/parts/preprocessing/collections.py
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nemo/collections/common/prompts/__init__.py
nemo/collections/common/prompts/canary.py
nemo/collections/common/prompts/canary2.py
nemo/collections/common/prompts/example.py
nemo/collections/common/prompts/formatter.py
nemo/collections/common/prompts/gemma.py
nemo/collections/common/prompts/llama.py
nemo/collections/common/prompts/mistral.py
nemo/collections/common/prompts/phi2.py
nemo/collections/common/prompts/plain.py
nemo/collections/common/prompts/t5nmt.py
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nemo/collections/common/tokenizers/en_ja_tokenizers.py
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nemo/collections/diffusion/__init__.py
nemo/collections/diffusion/data/__init__.py
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