README.md
setup.py
funasr/__init__.py
funasr/version.txt
funasr.egg-info/PKG-INFO
funasr.egg-info/SOURCES.txt
funasr.egg-info/dependency_links.txt
funasr.egg-info/entry_points.txt
funasr.egg-info/requires.txt
funasr.egg-info/top_level.txt
funasr/bin/__init__.py
funasr/bin/aggregate_stats_dirs.py
funasr/bin/argument.py
funasr/bin/asr_infer.py
funasr/bin/asr_inference_launch.py
funasr/bin/asr_train.py
funasr/bin/asr_trainer.py
funasr/bin/build_trainer.py
funasr/bin/data2vec_train.py
funasr/bin/diar_infer.py
funasr/bin/diar_inference_launch.py
funasr/bin/diar_train.py
funasr/bin/inference_cli.py
funasr/bin/lm_inference_launch.py
funasr/bin/lm_train.py
funasr/bin/punc_infer.py
funasr/bin/punc_inference_launch.py
funasr/bin/punc_train.py
funasr/bin/sa_asr_train.py
funasr/bin/ss_infer.py
funasr/bin/ss_inference_launch.py
funasr/bin/sv_infer.py
funasr/bin/sv_inference_launch.py
funasr/bin/tokenize_text.py
funasr/bin/tp_infer.py
funasr/bin/tp_inference_launch.py
funasr/bin/train.py
funasr/bin/vad_infer.py
funasr/bin/vad_inference_launch.py
funasr/build_utils/__init__.py
funasr/build_utils/build_args.py
funasr/build_utils/build_asr_model.py
funasr/build_utils/build_dataloader.py
funasr/build_utils/build_diar_model.py
funasr/build_utils/build_distributed.py
funasr/build_utils/build_lm_model.py
funasr/build_utils/build_model.py
funasr/build_utils/build_model_from_file.py
funasr/build_utils/build_optimizer.py
funasr/build_utils/build_pretrain_model.py
funasr/build_utils/build_punc_model.py
funasr/build_utils/build_scheduler.py
funasr/build_utils/build_ss_model.py
funasr/build_utils/build_streaming_iterator.py
funasr/build_utils/build_sv_model.py
funasr/build_utils/build_trainer.py
funasr/build_utils/build_vad_model.py
funasr/datasets/__init__.py
funasr/datasets/collate_fn.py
funasr/datasets/data_sampler.py
funasr/datasets/dataloader_fn.py
funasr/datasets/dataset.py
funasr/datasets/dataset_jsonl.py
funasr/datasets/iterable_dataset.py
funasr/datasets/ms_dataset.py
funasr/datasets/preprocessor.py
funasr/datasets/large_datasets/__init__.py
funasr/datasets/large_datasets/build_dataloader.py
funasr/datasets/large_datasets/dataset.py
funasr/datasets/large_datasets/datapipes/__init__.py
funasr/datasets/large_datasets/datapipes/batch.py
funasr/datasets/large_datasets/datapipes/filter.py
funasr/datasets/large_datasets/datapipes/map.py
funasr/datasets/large_datasets/utils/__init__.py
funasr/datasets/large_datasets/utils/clipping.py
funasr/datasets/large_datasets/utils/filter.py
funasr/datasets/large_datasets/utils/hotword_utils.py
funasr/datasets/large_datasets/utils/low_frame_rate.py
funasr/datasets/large_datasets/utils/padding.py
funasr/datasets/large_datasets/utils/tokenize.py
funasr/datasets/small_datasets/__init__.py
funasr/datasets/small_datasets/collate_fn.py
funasr/datasets/small_datasets/dataset.py
funasr/datasets/small_datasets/length_batch_sampler.py
funasr/datasets/small_datasets/preprocessor.py
funasr/datasets/small_datasets/sequence_iter_factory.py
funasr/export/__init__.py
funasr/export/export_model.py
funasr/export/models/CT_Transformer.py
funasr/export/models/__init__.py
funasr/export/models/e2e_asr_contextual_paraformer.py
funasr/export/models/e2e_asr_paraformer.py
funasr/export/models/e2e_vad.py
funasr/export/models/decoder/__init__.py
funasr/export/models/decoder/contextual_decoder.py
funasr/export/models/decoder/sanm_decoder.py
funasr/export/models/decoder/transformer_decoder.py
funasr/export/models/decoder/xformer_decoder.py
funasr/export/models/encoder/__init__.py
funasr/export/models/encoder/conformer_encoder.py
funasr/export/models/encoder/fsmn_encoder.py
funasr/export/models/encoder/sanm_encoder.py
funasr/export/models/modules/__init__.py
funasr/export/models/modules/decoder_layer.py
funasr/export/models/modules/encoder_layer.py
funasr/export/models/modules/feedforward.py
funasr/export/models/modules/multihead_att.py
funasr/export/models/predictor/__init__.py
funasr/export/models/predictor/cif.py
funasr/export/test/__init__.py
funasr/export/test/test_onnx.py
funasr/export/test/test_onnx_punc.py
funasr/export/test/test_onnx_punc_vadrealtime.py
funasr/export/test/test_onnx_vad.py
funasr/export/test/test_torchscripts.py
funasr/export/utils/__init__.py
funasr/export/utils/torch_function.py
funasr/fileio/__init__.py
funasr/fileio/datadir_writer.py
funasr/fileio/npy_scp.py
funasr/fileio/rand_gen_dataset.py
funasr/fileio/read_text.py
funasr/fileio/sound_scp.py
funasr/iterators/__init__.py
funasr/iterators/abs_iter_factory.py
funasr/iterators/chunk_iter_factory.py
funasr/iterators/multiple_iter_factory.py
funasr/iterators/sequence_iter_factory.py
funasr/layers/__init__.py
funasr/layers/abs_normalize.py
funasr/layers/complex_utils.py
funasr/layers/global_mvn.py
funasr/layers/inversible_interface.py
funasr/layers/label_aggregation.py
funasr/layers/log_mel.py
funasr/layers/mask_along_axis.py
funasr/layers/sinc_conv.py
funasr/layers/stft.py
funasr/layers/time_warp.py
funasr/layers/utterance_mvn.py
funasr/losses/__init__.py
funasr/losses/label_smoothing_loss.py
funasr/main_funcs/__init__.py
funasr/main_funcs/average_nbest_models.py
funasr/main_funcs/calculate_all_attentions.py
funasr/main_funcs/collect_stats.py
funasr/main_funcs/pack_funcs.py
funasr/models/__init__.py
funasr/models/base_model.py
funasr/models/ctc.py
funasr/models/data2vec.py
funasr/models/e2e_asr.py
funasr/models/e2e_asr_bat.py
funasr/models/e2e_asr_common.py
funasr/models/e2e_asr_contextual_paraformer.py
funasr/models/e2e_asr_mfcca.py
funasr/models/e2e_asr_paraformer.py
funasr/models/e2e_asr_transducer.py
funasr/models/e2e_diar_eend_ola.py
funasr/models/e2e_diar_sond.py
funasr/models/e2e_sa_asr.py
funasr/models/e2e_ss.py
funasr/models/e2e_sv.py
funasr/models/e2e_tp.py
funasr/models/e2e_uni_asr.py
funasr/models/e2e_vad.py
funasr/models/seq_rnn_lm.py
funasr/models/target_delay_transformer.py
funasr/models/transformer_lm.py
funasr/models/vad_realtime_transformer.py
funasr/models/decoder/__init__.py
funasr/models/decoder/abs_decoder.py
funasr/models/decoder/contextual_decoder.py
funasr/models/decoder/mossformer_decoder.py
funasr/models/decoder/rnn_decoder.py
funasr/models/decoder/rnnt_decoder.py
funasr/models/decoder/sanm_decoder.py
funasr/models/decoder/sv_decoder.py
funasr/models/decoder/transformer_decoder.py
funasr/models/encoder/__init__.py
funasr/models/encoder/abs_encoder.py
funasr/models/encoder/branchformer_encoder.py
funasr/models/encoder/conformer_encoder.py
funasr/models/encoder/data2vec_encoder.py
funasr/models/encoder/e_branchformer_encoder.py
funasr/models/encoder/ecapa_tdnn_encoder.py
funasr/models/encoder/encoder_layer_mfcca.py
funasr/models/encoder/fsmn_encoder.py
funasr/models/encoder/mfcca_encoder.py
funasr/models/encoder/mossformer_encoder.py
funasr/models/encoder/resnet34_encoder.py
funasr/models/encoder/rnn_encoder.py
funasr/models/encoder/rwkv_encoder.py
funasr/models/encoder/sanm_encoder.py
funasr/models/encoder/transformer_encoder.py
funasr/models/encoder/opennmt_encoders/__init__.py
funasr/models/encoder/opennmt_encoders/ci_scorers.py
funasr/models/encoder/opennmt_encoders/conv_encoder.py
funasr/models/encoder/opennmt_encoders/fsmn_encoder.py
funasr/models/encoder/opennmt_encoders/self_attention_encoder.py
funasr/models/frontend/__init__.py
funasr/models/frontend/abs_frontend.py
funasr/models/frontend/default.py
funasr/models/frontend/eend_ola_feature.py
funasr/models/frontend/fused.py
funasr/models/frontend/s3prl.py
funasr/models/frontend/wav_frontend.py
funasr/models/frontend/wav_frontend_kaldifeat.py
funasr/models/frontend/windowing.py
funasr/models/frontend/frontends_utils/__init__.py
funasr/models/frontend/frontends_utils/beamformer.py
funasr/models/frontend/frontends_utils/dnn_beamformer.py
funasr/models/frontend/frontends_utils/dnn_wpe.py
funasr/models/frontend/frontends_utils/feature_transform.py
funasr/models/frontend/frontends_utils/frontend.py
funasr/models/frontend/frontends_utils/mask_estimator.py
funasr/models/joint_net/__init__.py
funasr/models/joint_net/joint_network.py
funasr/models/pooling/__init__.py
funasr/models/pooling/statistic_pooling.py
funasr/models/postencoder/__init__.py
funasr/models/postencoder/abs_postencoder.py
funasr/models/postencoder/hugging_face_transformers_postencoder.py
funasr/models/predictor/__init__.py
funasr/models/predictor/cif.py
funasr/models/preencoder/__init__.py
funasr/models/preencoder/abs_preencoder.py
funasr/models/preencoder/linear.py
funasr/models/preencoder/sinc.py
funasr/models/specaug/__init__.py
funasr/models/specaug/abs_profileaug.py
funasr/models/specaug/abs_specaug.py
funasr/models/specaug/profileaug.py
funasr/models/specaug/specaug.py
funasr/models/whisper_models/__init__.py
funasr/models/whisper_models/model.py
funasr/modules/__init__.py
funasr/modules/add_sos_eos.py
funasr/modules/attention.py
funasr/modules/cgmlp.py
funasr/modules/dynamic_conv.py
funasr/modules/dynamic_conv2d.py
funasr/modules/e2e_asr_common.py
funasr/modules/embedding.py
funasr/modules/fastformer.py
funasr/modules/layer_norm.py
funasr/modules/lightconv.py
funasr/modules/lightconv2d.py
funasr/modules/mask.py
funasr/modules/mossformer.py
funasr/modules/multi_layer_conv.py
funasr/modules/nets_utils.py
funasr/modules/positionwise_feed_forward.py
funasr/modules/repeat.py
funasr/modules/rwkv.py
funasr/modules/rwkv_attention.py
funasr/modules/rwkv_feed_forward.py
funasr/modules/rwkv_subsampling.py
funasr/modules/subsampling.py
funasr/modules/subsampling_without_posenc.py
funasr/modules/vgg2l.py
funasr/modules/beam_search/__init__.py
funasr/modules/beam_search/batch_beam_search.py
funasr/modules/beam_search/batch_beam_search_online_sim.py
funasr/modules/beam_search/beam_search.py
funasr/modules/beam_search/beam_search_sa_asr.py
funasr/modules/beam_search/beam_search_transducer.py
funasr/modules/data2vec/__init__.py
funasr/modules/data2vec/data_utils.py
funasr/modules/data2vec/ema_module.py
funasr/modules/data2vec/grad_multiply.py
funasr/modules/data2vec/multihead_attention.py
funasr/modules/data2vec/quant_noise.py
funasr/modules/data2vec/utils.py
funasr/modules/data2vec/wav2vec2.py
funasr/modules/eend_ola/__init__.py
funasr/modules/eend_ola/eend_ola_dataloader.py
funasr/modules/eend_ola/encoder.py
funasr/modules/eend_ola/encoder_decoder_attractor.py
funasr/modules/eend_ola/utils/__init__.py
funasr/modules/eend_ola/utils/feature.py
funasr/modules/eend_ola/utils/kaldi_data.py
funasr/modules/eend_ola/utils/losses.py
funasr/modules/eend_ola/utils/power.py
funasr/modules/eend_ola/utils/report.py
funasr/modules/lora/__init__.py
funasr/modules/lora/layers.py
funasr/modules/lora/utils.py
funasr/modules/rnn/__init__.py
funasr/modules/rnn/argument.py
funasr/modules/rnn/attentions.py
funasr/modules/rnn/decoders.py
funasr/modules/rnn/encoders.py
funasr/modules/scorers/__init__.py
funasr/modules/scorers/ctc.py
funasr/modules/scorers/ctc_prefix_score.py
funasr/modules/scorers/length_bonus.py
funasr/modules/scorers/scorer_interface.py
funasr/modules/streaming_utils/__init__.py
funasr/modules/streaming_utils/chunk_utilis.py
funasr/modules/streaming_utils/load_fr_tf.py
funasr/modules/streaming_utils/utils.py
funasr/optimizers/__init__.py
funasr/optimizers/fairseq_adam.py
funasr/optimizers/sgd.py
funasr/samplers/__init__.py
funasr/samplers/abs_sampler.py
funasr/samplers/build_batch_sampler.py
funasr/samplers/folded_batch_sampler.py
funasr/samplers/length_batch_sampler.py
funasr/samplers/num_elements_batch_sampler.py
funasr/samplers/sorted_batch_sampler.py
funasr/samplers/unsorted_batch_sampler.py
funasr/schedulers/__init__.py
funasr/schedulers/abs_scheduler.py
funasr/schedulers/noam_lr.py
funasr/schedulers/tri_stage_scheduler.py
funasr/schedulers/warmup_lr.py
funasr/tasks/__init__.py
funasr/tasks/abs_task.py
funasr/tasks/asr.py
funasr/tasks/data2vec.py
funasr/tasks/diar.py
funasr/tasks/lm.py
funasr/tasks/punctuation.py
funasr/tasks/sa_asr.py
funasr/tasks/sv.py
funasr/tasks/vad.py
funasr/tasks/whisper.py
funasr/tokenizer/__init__.py
funasr/tokenizer/abs_tokenizer.py
funasr/tokenizer/build_tokenizer.py
funasr/tokenizer/char_tokenizer.py
funasr/tokenizer/cleaner.py
funasr/tokenizer/korean_cleaner.py
funasr/tokenizer/phoneme_tokenizer.py
funasr/tokenizer/sentencepiece_tokenizer.py
funasr/tokenizer/token_id_converter.py
funasr/tokenizer/word_tokenizer.py
funasr/torch_utils/__init__.py
funasr/torch_utils/add_gradient_noise.py
funasr/torch_utils/device_funcs.py
funasr/torch_utils/forward_adaptor.py
funasr/torch_utils/initialize.py
funasr/torch_utils/load_pretrained_model.py
funasr/torch_utils/model_summary.py
funasr/torch_utils/pytorch_version.py
funasr/torch_utils/recursive_op.py
funasr/torch_utils/set_all_random_seed.py
funasr/train/__init__.py
funasr/train/abs_model.py
funasr/train/class_choices.py
funasr/train/distributed_utils.py
funasr/train/reporter.py
funasr/train/trainer.py
funasr/utils/__init__.py
funasr/utils/asr_env_checking.py
funasr/utils/asr_utils.py
funasr/utils/build_dataclass.py
funasr/utils/cli_utils.py
funasr/utils/cluster_backend.py
funasr/utils/compute_eer.py
funasr/utils/compute_min_dcf.py
funasr/utils/compute_wer.py
funasr/utils/config_argparse.py
funasr/utils/download_and_prepare_model.py
funasr/utils/get_default_kwargs.py
funasr/utils/griffin_lim.py
funasr/utils/hinter.py
funasr/utils/job_runner.py
funasr/utils/kwargs2args.py
funasr/utils/misc.py
funasr/utils/modelscope_file.py
funasr/utils/modelscope_param.py
funasr/utils/modelscope_utils.py
funasr/utils/nested_dict_action.py
funasr/utils/postprocess_utils.py
funasr/utils/prepare_data.py
funasr/utils/runtime_sdk_download_tool.py
funasr/utils/sized_dict.py
funasr/utils/speaker_utils.py
funasr/utils/timestamp_tools.py
funasr/utils/types.py
funasr/utils/vad_utils.py
funasr/utils/wav_utils.py
funasr/utils/yaml_no_alias_safe_dump.py
funasr/utils/whisper_utils/__init__.py
funasr/utils/whisper_utils/audio.py
funasr/utils/whisper_utils/decoding.py
funasr/utils/whisper_utils/tokenizer.py
funasr/utils/whisper_utils/transcribe.py
funasr/utils/whisper_utils/utils.py
tests/test_asr_inference_pipeline.py
tests/test_asr_vad_punc_inference_pipeline.py
tests/test_lm_pipeline.py
tests/test_punctuation_pipeline.py
tests/test_sv_inference_pipeline.py
tests/test_tp_pipeline.py
tests/test_vad_inference_pipeline.py