LICENSE
README.rst
pyproject.toml
setup.py
nemo/__init__.py
nemo/constants.py
nemo/package_info.py
nemo/collections/__init__.py
nemo/collections/asr/__init__.py
nemo/collections/asr/data/__init__.py
nemo/collections/asr/data/audio_to_audio.py
nemo/collections/asr/data/audio_to_audio_dataset.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_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/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/text_to_text.py
nemo/collections/asr/losses/__init__.py
nemo/collections/asr/losses/angularloss.py
nemo/collections/asr/losses/audio_losses.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/audio.py
nemo/collections/asr/metrics/der.py
nemo/collections/asr/metrics/multi_binary_acc.py
nemo/collections/asr/metrics/rnnt_wer.py
nemo/collections/asr/metrics/rnnt_wer_bpe.py
nemo/collections/asr/metrics/wer.py
nemo/collections/asr/metrics/wer_bpe.py
nemo/collections/asr/models/__init__.py
nemo/collections/asr/models/asr_model.py
nemo/collections/asr/models/audio_to_audio_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/enhancement_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/ssl_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_modules.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/squeezeformer_encoder.py
nemo/collections/asr/modules/wav2vec_modules.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/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/loss_mixins.py
nemo/collections/asr/parts/k2/map_loss.py
nemo/collections/asr/parts/k2/ml_loss.py
nemo/collections/asr/parts/k2/topologies.py
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nemo/collections/asr/parts/mixins/__init__.py
nemo/collections/asr/parts/mixins/asr_adapter_mixins.py
nemo/collections/asr/parts/mixins/interctc_mixin.py
nemo/collections/asr/parts/mixins/mixins.py
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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
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nemo/collections/asr/parts/numba/rnnt_loss/utils/__init__.py
nemo/collections/asr/parts/numba/rnnt_loss/utils/global_constants.py
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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
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nemo/collections/asr/parts/submodules/__init__.py
nemo/collections/asr/parts/submodules/batchnorm.py
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nemo/collections/asr/parts/submodules/conformer_modules.py
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nemo/collections/asr/parts/submodules/ctc_greedy_decoding.py
nemo/collections/asr/parts/submodules/jasper.py
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nemo/collections/asr/parts/submodules/rnnt_greedy_decoding.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
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nemo/collections/asr/parts/submodules/adapters/multi_head_attention_adapter_module.py
nemo/collections/asr/parts/utils/__init__.py
nemo/collections/asr/parts/utils/activations.py
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nemo/collections/asr/parts/utils/audio_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/online_clustering.py
nemo/collections/asr/parts/utils/optimization_utils.py
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nemo/collections/asr/parts/utils/transcribe_utils.py
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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/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/perplexity.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
nemo/collections/common/parts/patch_utils.py
nemo/collections/common/parts/ptl_overrides.py
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nemo/collections/common/parts/preprocessing/__init__.py
nemo/collections/common/parts/preprocessing/cleaners.py
nemo/collections/common/parts/preprocessing/collections.py
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nemo/collections/common/tokenizers/__init__.py
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nemo/collections/common/tokenizers/char_tokenizer.py
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nemo/collections/common/tokenizers/column_coder.py
nemo/collections/common/tokenizers/en_ja_tokenizers.py
nemo/collections/common/tokenizers/fairseq_tokenizer.py
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nemo/collections/common/tokenizers/moses_tokenizers.py
nemo/collections/common/tokenizers/regex_tokenizer.py
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nemo/collections/common/tokenizers/tabular_tokenizer.py
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nemo/collections/common/tokenizers/word_tokenizer.py
nemo/collections/common/tokenizers/youtokentome_tokenizer.py
nemo/collections/common/tokenizers/huggingface/__init__.py
nemo/collections/common/tokenizers/huggingface/auto_tokenizer.py
nemo/collections/common/tokenizers/text_to_speech/__init__.py
nemo/collections/common/tokenizers/text_to_speech/ipa_lexicon.py
nemo/collections/common/tokenizers/text_to_speech/tokenizer_utils.py
nemo/collections/common/tokenizers/text_to_speech/tokenizer_wrapper.py
nemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py
nemo/collections/nlp/__init__.py
nemo/collections/nlp/data/__init__.py
nemo/collections/nlp/data/common/__init__.py
nemo/collections/nlp/data/common/sequence_to_sequence_dataset.py
nemo/collections/nlp/data/data_utils/__init__.py
nemo/collections/nlp/data/data_utils/data_preprocessing.py
nemo/collections/nlp/data/dialogue/__init__.py
nemo/collections/nlp/data/dialogue/data_processor/__init__.py
nemo/collections/nlp/data/dialogue/data_processor/assistant_data_processor.py
nemo/collections/nlp/data/dialogue/data_processor/data_processor.py
nemo/collections/nlp/data/dialogue/data_processor/design_data_processor.py
nemo/collections/nlp/data/dialogue/data_processor/mellon_qa_data_processor.py
nemo/collections/nlp/data/dialogue/data_processor/ms_marco_data_processor.py
nemo/collections/nlp/data/dialogue/data_processor/sgd_data_processor.py
nemo/collections/nlp/data/dialogue/dataset/__init__.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_bert_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_gpt_classification_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_gpt_generation_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_nearest_neighbour_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_s2s_generation_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_sgd_bert_dataset.py
nemo/collections/nlp/data/dialogue/dataset/dialogue_zero_shot_intent_dataset.py
nemo/collections/nlp/data/dialogue/input_example/__init__.py
nemo/collections/nlp/data/dialogue/input_example/assistant_input_example.py
nemo/collections/nlp/data/dialogue/input_example/design_input_example.py
nemo/collections/nlp/data/dialogue/input_example/input_example.py
nemo/collections/nlp/data/dialogue/input_example/mellon_qa_input_example.py
nemo/collections/nlp/data/dialogue/input_example/ms_marco_input_example.py
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nemo/collections/nlp/data/dialogue/sgd/evaluate.py
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nemo/collections/nlp/data/dialogue/sgd/schema.py
nemo/collections/nlp/data/entity_linking/__init__.py
nemo/collections/nlp/data/entity_linking/entity_linking_dataset.py
nemo/collections/nlp/data/glue_benchmark/__init__.py
nemo/collections/nlp/data/glue_benchmark/data_processors.py
nemo/collections/nlp/data/glue_benchmark/glue_benchmark_dataset.py
nemo/collections/nlp/data/information_retrieval/__init__.py
nemo/collections/nlp/data/information_retrieval/information_retrieval_dataset.py
nemo/collections/nlp/data/intent_slot_classification/__init__.py
nemo/collections/nlp/data/intent_slot_classification/intent_slot_classification_dataset.py
nemo/collections/nlp/data/intent_slot_classification/intent_slot_classification_descriptor.py
nemo/collections/nlp/data/intent_slot_classification/multi_label_intent_slot_classification_dataset.py
nemo/collections/nlp/data/intent_slot_classification/multi_label_intent_slot_classification_descriptor.py
nemo/collections/nlp/data/language_modeling/__init__.py
nemo/collections/nlp/data/language_modeling/l2r_lm_dataset.py
nemo/collections/nlp/data/language_modeling/lm_bert_dataset.py
nemo/collections/nlp/data/language_modeling/sentence_dataset.py
nemo/collections/nlp/data/language_modeling/t0_dataset.py
nemo/collections/nlp/data/language_modeling/text_memmap_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/Makefile
nemo/collections/nlp/data/language_modeling/megatron/__init__.py
nemo/collections/nlp/data/language_modeling/megatron/bart_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/base_dataset_utils.py
nemo/collections/nlp/data/language_modeling/megatron/base_prompt_learning_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/bert_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/blendable_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py
nemo/collections/nlp/data/language_modeling/megatron/dataset_utils.py
nemo/collections/nlp/data/language_modeling/megatron/gpt_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/gpt_prompt_learning_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/gpt_sft_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/helpers.cpp
nemo/collections/nlp/data/language_modeling/megatron/indexed_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/indexed_retrieval_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/length_distribution_type.py
nemo/collections/nlp/data/language_modeling/megatron/lm_adapted_t5_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/megatron_batch_samplers.py
nemo/collections/nlp/data/language_modeling/megatron/request_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/retro_fine_tune_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/t5_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/t5_prompt_learning_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/ul2_dataset.py
nemo/collections/nlp/data/language_modeling/megatron/xlm_dataset.py
nemo/collections/nlp/data/machine_translation/__init__.py
nemo/collections/nlp/data/machine_translation/machine_translation_dataset.py
nemo/collections/nlp/data/machine_translation/preproc_mt_data.py
nemo/collections/nlp/data/question_answering/__init__.py
nemo/collections/nlp/data/question_answering/data_processor/__init__.py
nemo/collections/nlp/data/question_answering/data_processor/qa_processing.py
nemo/collections/nlp/data/question_answering/dataset/__init__.py
nemo/collections/nlp/data/question_answering/dataset/qa_bert_dataset.py
nemo/collections/nlp/data/question_answering/dataset/qa_dataset.py
nemo/collections/nlp/data/question_answering/dataset/qa_gpt_dataset.py
nemo/collections/nlp/data/question_answering/dataset/qa_s2s_dataset.py
nemo/collections/nlp/data/question_answering/input_example/__init__.py
nemo/collections/nlp/data/question_answering/input_example/qa_bert_input_example.py
nemo/collections/nlp/data/question_answering/input_example/qa_gpt_input_example.py
nemo/collections/nlp/data/question_answering/input_example/qa_input_example.py
nemo/collections/nlp/data/question_answering/input_example/qa_s2s_input_example.py
nemo/collections/nlp/data/question_answering_squad/__init__.py
nemo/collections/nlp/data/question_answering_squad/qa_dataset.py
nemo/collections/nlp/data/question_answering_squad/qa_squad_processing.py
nemo/collections/nlp/data/text2sparql/__init__.py
nemo/collections/nlp/data/text2sparql/text2sparql_dataset.py
nemo/collections/nlp/data/text_classification/__init__.py
nemo/collections/nlp/data/text_classification/ptune_text_classification_dataset.py
nemo/collections/nlp/data/text_classification/text_classification_dataset.py
nemo/collections/nlp/data/text_normalization/__init__.py
nemo/collections/nlp/data/text_normalization/constants.py
nemo/collections/nlp/data/text_normalization/decoder_dataset.py
nemo/collections/nlp/data/text_normalization/tagger_dataset.py
nemo/collections/nlp/data/text_normalization/test_dataset.py
nemo/collections/nlp/data/text_normalization/utils.py
nemo/collections/nlp/data/text_normalization_as_tagging/__init__.py
nemo/collections/nlp/data/text_normalization_as_tagging/bert_example.py
nemo/collections/nlp/data/text_normalization_as_tagging/tagging.py
nemo/collections/nlp/data/text_normalization_as_tagging/thutmose_tagger_dataset.py
nemo/collections/nlp/data/text_normalization_as_tagging/utils.py
nemo/collections/nlp/data/token_classification/__init__.py
nemo/collections/nlp/data/token_classification/punctuation_capitalization_dataset.py
nemo/collections/nlp/data/token_classification/punctuation_capitalization_infer_dataset.py
nemo/collections/nlp/data/token_classification/punctuation_capitalization_tarred_dataset.py
nemo/collections/nlp/data/token_classification/token_classification_dataset.py
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