├── .clang-format ├── .flake8 ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md └── workflows │ ├── doc.yml │ └── lint.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── CPPLINT.cfg ├── LICENSE ├── README.md ├── README.md.backup ├── README_CN.md ├── docs ├── .gitignore ├── Makefile ├── conf.py ├── images │ ├── check_detail.png │ ├── checks.png │ ├── lm_system.png │ ├── runtime_android.gif │ ├── runtime_server.gif │ ├── runtime_web.png │ ├── subsampling_overalp.gif │ └── u2.gif ├── index.rst ├── jit_in_wenet.md ├── lm.md ├── make.bat ├── papers.md ├── runtime.md └── tutorial.md ├── examples ├── aishell │ ├── s0 │ │ ├── README.md │ │ ├── conf │ │ │ ├── train_conformer.yaml │ │ │ ├── train_conformer_no_pos.yaml │ │ │ ├── train_transformer.yaml │ │ │ ├── train_u2++_conformer.yaml │ │ │ ├── train_u2++_transformer.yaml │ │ │ ├── train_unified_conformer.yaml │ │ │ └── train_unified_transformer.yaml │ │ ├── local │ │ │ ├── aishell_data_prep.sh │ │ │ ├── aishell_train_lms.sh │ │ │ └── download_and_untar.sh │ │ ├── path.sh │ │ ├── run.sh │ │ ├── tools │ │ └── wenet │ └── s1 │ │ ├── README.md │ │ ├── cmd.sh │ │ ├── conf │ │ ├── fbank.conf │ │ ├── pitch.conf │ │ ├── train_conformer.yaml │ │ ├── train_transformer.yaml │ │ └── train_unified_conformer.yaml │ │ ├── local │ │ ├── aishell_data_prep.sh │ │ └── download_and_untar.sh │ │ ├── path.sh │ │ ├── run.sh │ │ ├── tools │ │ └── wenet ├── aishell2 │ └── s0 │ │ ├── README.md │ │ ├── conf │ │ ├── train_u2++_conformer.yaml │ │ ├── train_u2++_transformer.yaml │ │ ├── train_unified_conformer.yaml │ │ └── train_unified_transformer.yaml │ │ ├── local │ │ ├── prepare_data.sh │ │ ├── train_lms.sh │ │ └── word_segmentation.py │ │ ├── path.sh │ │ ├── run.sh │ │ ├── tools │ │ └── wenet ├── gigaspeech │ └── s0 │ │ ├── README.md │ │ ├── conf │ │ ├── train_conformer.yaml │ │ └── train_conformer_bidecoder.yaml │ │ ├── local │ │ ├── extract_meta.py │ │ ├── gigaspeech_data_prep.sh │ │ └── gigaspeech_scoring.py │ │ ├── path.sh │ │ ├── run.sh │ │ ├── tools │ │ └── wenet ├── librispeech │ ├── s0 │ │ ├── README.md │ │ ├── conf │ │ │ ├── fbank.conf │ │ │ ├── pitch.conf │ │ │ ├── train_conformer.yaml │ │ │ ├── train_conformer_bidecoder_large.yaml │ │ │ ├── train_u2++_conformer.yaml │ │ │ └── train_unified_conformer.yaml │ │ ├── local │ │ │ ├── data_prep_torchaudio.sh │ │ │ └── download_and_untar.sh │ │ ├── path.sh │ │ ├── run.sh │ │ ├── tools │ │ └── wenet │ └── s1 │ │ ├── README.md │ │ ├── cmd.sh │ │ ├── conf │ │ ├── fbank.conf │ │ ├── pitch.conf │ │ ├── train_conformer_large.yaml │ │ └── train_unified_conformer.yaml │ │ ├── local │ │ ├── data_prep.sh │ │ └── download_and_untar.sh │ │ ├── path.sh │ │ ├── run.sh │ │ ├── steps │ │ ├── tools │ │ ├── utils │ │ └── wenet ├── multi_cn │ └── s0 │ │ ├── README.md │ │ ├── conf │ │ ├── train_960_unigram5000.model │ │ ├── train_conformer.yaml │ │ ├── train_unified_conformer.yaml │ │ └── train_unified_transformer.yaml │ │ ├── local │ │ ├── aidatatang_data_prep.sh │ │ ├── aidatatang_download_and_untar.sh │ │ ├── aishell2_data_prep.sh │ │ ├── aishell_data_prep.sh │ │ ├── aishell_download_and_untar.sh │ │ ├── magicdata_badlist │ │ ├── magicdata_data_prep.sh │ │ ├── magicdata_download_and_untar.sh │ │ ├── primewords_data_prep.sh │ │ ├── primewords_download_and_untar.sh │ │ ├── primewords_parse_transcript.py │ │ ├── stcmds_data_prep.sh │ │ ├── stcmds_download_and_untar.sh │ │ ├── tal_data_prep.sh │ │ ├── tal_mix_data_prep.sh │ │ ├── thchs-30_data_prep.sh │ │ └── thchs_download_and_untar.sh │ │ ├── path.sh │ │ ├── run.sh │ │ ├── tools │ │ └── wenet └── onnx │ ├── BAC009S0764W0121.wav │ ├── output_onnx_ctc.py │ ├── output_onnx_decoder.py │ ├── output_onnx_encoder_conformer.py │ ├── output_onnx_encoder_transformer.py │ ├── path.sh │ ├── run_onnx.sh │ └── web.py ├── requirements.txt ├── runtime ├── core │ ├── bin │ │ ├── decoder_main.cc │ │ ├── grpc_client_main.cc │ │ ├── grpc_server_main.cc │ │ ├── websocket_client_main.cc │ │ └── websocket_server_main.cc │ ├── decoder │ │ ├── ctc_endpoint.cc │ │ ├── ctc_endpoint.h │ │ ├── ctc_prefix_beam_search.cc │ │ ├── ctc_prefix_beam_search.h │ │ ├── ctc_prefix_beam_search_test.cc │ │ ├── ctc_wfst_beam_search.cc │ │ ├── ctc_wfst_beam_search.h │ │ ├── params.h │ │ ├── search_interface.h │ │ ├── torch_asr_decoder.cc │ │ ├── torch_asr_decoder.h │ │ ├── torch_asr_model.cc │ │ └── torch_asr_model.h │ ├── frontend │ │ ├── fbank.h │ │ ├── feature_pipeline.cc │ │ ├── feature_pipeline.h │ │ ├── fft.cc │ │ ├── fft.h │ │ └── wav.h │ ├── grpc │ │ ├── grpc_client.cc │ │ ├── grpc_client.h │ │ ├── grpc_server.cc │ │ ├── grpc_server.h │ │ └── wenet.proto │ ├── kaldi │ │ ├── CMakeLists.txt │ │ ├── README.md │ │ ├── base │ │ │ ├── io-funcs-inl.h │ │ │ ├── io-funcs.cc │ │ │ ├── io-funcs.h │ │ │ ├── kaldi-common.h │ │ │ ├── kaldi-error.cc │ │ │ ├── kaldi-error.h │ │ │ ├── kaldi-math.cc │ │ │ ├── kaldi-math.h │ │ │ ├── kaldi-types.h │ │ │ └── kaldi-utils.h │ │ ├── decoder │ │ │ ├── lattice-faster-decoder.cc │ │ │ ├── lattice-faster-decoder.h │ │ │ ├── lattice-faster-online-decoder.cc │ │ │ └── lattice-faster-online-decoder.h │ │ ├── fstbin │ │ │ ├── fstaddselfloops.cc │ │ │ ├── fstdeterminizestar.cc │ │ │ ├── fstisstochastic.cc │ │ │ ├── fstminimizeencoded.cc │ │ │ └── fsttablecompose.cc │ │ ├── fstext │ │ │ ├── determinize-lattice-inl.h │ │ │ ├── determinize-lattice.h │ │ │ ├── determinize-star-inl.h │ │ │ ├── determinize-star.h │ │ │ ├── fstext-lib.h │ │ │ ├── fstext-utils-inl.h │ │ │ ├── fstext-utils.h │ │ │ ├── kaldi-fst-io-inl.h │ │ │ ├── kaldi-fst-io.cc │ │ │ ├── kaldi-fst-io.h │ │ │ ├── lattice-utils-inl.h │ │ │ ├── lattice-utils.h │ │ │ ├── lattice-weight.h │ │ │ ├── pre-determinize-inl.h │ │ │ ├── pre-determinize.h │ │ │ ├── remove-eps-local-inl.h │ │ │ ├── remove-eps-local.h │ │ │ └── table-matcher.h │ │ ├── itf │ │ │ ├── decodable-itf.h │ │ │ └── options-itf.h │ │ ├── lat │ │ │ ├── CPPLINT.cfg │ │ │ ├── determinize-lattice-pruned.cc │ │ │ ├── determinize-lattice-pruned.h │ │ │ ├── kaldi-lattice.cc │ │ │ ├── kaldi-lattice.h │ │ │ ├── lattice-functions.cc │ │ │ └── lattice-functions.h │ │ ├── lm │ │ │ ├── arpa-file-parser.cc │ │ │ ├── arpa-file-parser.h │ │ │ ├── arpa-lm-compiler.cc │ │ │ └── arpa-lm-compiler.h │ │ ├── lmbin │ │ │ └── arpa2fst.cc │ │ └── util │ │ │ ├── basic-filebuf.h │ │ │ ├── const-integer-set-inl.h │ │ │ ├── const-integer-set.h │ │ │ ├── hash-list-inl.h │ │ │ ├── hash-list.h │ │ │ ├── kaldi-io-inl.h │ │ │ ├── kaldi-io.cc │ │ │ ├── kaldi-io.h │ │ │ ├── kaldi-pipebuf.h │ │ │ ├── parse-options.cc │ │ │ ├── parse-options.h │ │ │ ├── simple-io-funcs.cc │ │ │ ├── simple-io-funcs.h │ │ │ ├── stl-utils.h │ │ │ ├── text-utils.cc │ │ │ └── text-utils.h │ ├── patch │ │ ├── CPPLINT.cfg │ │ └── openfst │ │ │ └── src │ │ │ ├── include │ │ │ └── fst │ │ │ │ ├── flags.h │ │ │ │ └── log.h │ │ │ └── lib │ │ │ └── flags.cc │ ├── utils │ │ ├── blocking_queue.h │ │ ├── flags.h │ │ ├── log.h │ │ ├── timer.h │ │ ├── utils.cc │ │ └── utils.h │ └── websocket │ │ ├── websocket_client.cc │ │ ├── websocket_client.h │ │ ├── websocket_server.cc │ │ └── websocket_server.h ├── device │ └── android │ │ ├── .gitignore │ │ └── wenet │ │ ├── .gitignore │ │ ├── README.md │ │ ├── app │ │ ├── .gitignore │ │ ├── build.gradle │ │ ├── proguard-rules.pro │ │ ├── src │ │ │ ├── androidTest │ │ │ │ └── java │ │ │ │ │ └── com │ │ │ │ │ └── mobvoi │ │ │ │ │ └── wenet │ │ │ │ │ └── ExampleInstrumentedTest.java │ │ │ ├── main │ │ │ │ ├── AndroidManifest.xml │ │ │ │ ├── assets │ │ │ │ │ └── README.md │ │ │ │ ├── cpp │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── bin │ │ │ │ │ ├── decoder │ │ │ │ │ ├── frontend │ │ │ │ │ ├── kaldi │ │ │ │ │ ├── patch │ │ │ │ │ ├── utils │ │ │ │ │ └── wenet.cc │ │ │ │ ├── java │ │ │ │ │ └── com │ │ │ │ │ │ └── mobvoi │ │ │ │ │ │ └── wenet │ │ │ │ │ │ ├── MainActivity.java │ │ │ │ │ │ ├── Recognize.java │ │ │ │ │ │ └── VoiceRectView.java │ │ │ │ └── res │ │ │ │ │ ├── drawable-v24 │ │ │ │ │ └── ic_launcher_foreground.xml │ │ │ │ │ ├── drawable │ │ │ │ │ └── ic_launcher_background.xml │ │ │ │ │ ├── layout │ │ │ │ │ └── activity_main.xml │ │ │ │ │ ├── mipmap-anydpi-v26 │ │ │ │ │ ├── ic_launcher.xml │ │ │ │ │ └── ic_launcher_round.xml │ │ │ │ │ ├── mipmap-hdpi │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ ├── mipmap-mdpi │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ ├── mipmap-xhdpi │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ ├── mipmap-xxhdpi │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ ├── mipmap-xxxhdpi │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ ├── values-night │ │ │ │ │ └── themes.xml │ │ │ │ │ └── values │ │ │ │ │ ├── attrs.xml │ │ │ │ │ ├── colors.xml │ │ │ │ │ ├── strings.xml │ │ │ │ │ └── themes.xml │ │ │ └── test │ │ │ │ └── java │ │ │ │ └── com │ │ │ │ └── mobvoi │ │ │ │ └── wenet │ │ │ │ └── ExampleUnitTest.java │ │ └── wenet.keystore │ │ ├── build.gradle │ │ ├── gradle.properties │ │ ├── gradle │ │ └── wrapper │ │ │ ├── gradle-wrapper.jar │ │ │ └── gradle-wrapper.properties │ │ ├── gradlew │ │ ├── gradlew.bat │ │ └── settings.gradle └── server │ └── x86 │ ├── .gitignore │ ├── CMakeLists.txt │ ├── README.md │ ├── README_CN.md │ ├── bin │ ├── decoder │ ├── docker │ └── Dockerfile │ ├── frontend │ ├── grpc │ ├── kaldi │ ├── patch │ ├── utils │ ├── web │ ├── app.py │ ├── static │ │ ├── css │ │ │ ├── font-awesome.min.css │ │ │ └── style.css │ │ ├── favicon.ico │ │ ├── fonts │ │ │ ├── FontAwesome.otf │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ └── fontawesome-webfont.woff2 │ │ ├── image │ │ │ ├── qrcode-enterprise.png │ │ │ ├── qrcode-group.png │ │ │ ├── qrcode-official-account.png │ │ │ ├── voice-dictation.svg │ │ │ └── voice-pic.png │ │ └── js │ │ │ ├── SoundRecognizer.js │ │ │ ├── jquery-3.2.1.min.js │ │ │ └── recorder │ │ │ ├── app-support │ │ │ └── app.js │ │ │ ├── engine │ │ │ ├── beta-amr.js │ │ │ ├── beta-ogg.js │ │ │ ├── beta-webm.js │ │ │ ├── mp3.js │ │ │ └── wav.js │ │ │ ├── extensions │ │ │ ├── dtmf.decode.js │ │ │ ├── dtmf.encode.js │ │ │ ├── frequency.histogram.view.js │ │ │ ├── lib.fft.js │ │ │ ├── sonic.js │ │ │ ├── wavesurfer.view.js │ │ │ └── waveview.js │ │ │ ├── recorder-core.js │ │ │ ├── recorder.mp3.min.js │ │ │ └── recorder.wav.min.js │ └── templates │ │ └── index.html │ └── websocket ├── tools ├── alignment.sh ├── cmvn_kaldi2json.py ├── combine_data.sh ├── compute-wer.py ├── compute_cmvn_stats.py ├── compute_fbank_feats.py ├── data │ └── split_scp.pl ├── decode.sh ├── feat_to_shape.sh ├── filter_scp.pl ├── fix_data_dir.sh ├── flake8_hook.py ├── format_data.sh ├── fst │ ├── add_lex_disambig.pl │ ├── compile_lexicon_token_fst.sh │ ├── ctc_token_fst.py │ ├── ctc_token_fst_corrected.py │ ├── eps2disambig.pl │ ├── make_lexicon_fst.pl │ ├── make_tlg.sh │ ├── prepare_dict.py │ ├── remove_oovs.pl │ ├── rnnt_token_fst.py │ └── s2eps.pl ├── git-pre-commit ├── merge_scp2txt.py ├── parse_options.sh ├── perturb_data_dir_speed.sh ├── reduce_data_dir.sh ├── remove_longshortdata.py ├── segment.py ├── spk2utt_to_utt2spk.pl ├── spm_decode ├── spm_encode ├── spm_train ├── sym2int.pl ├── text2token.py ├── utt2spk_to_spk2utt.pl ├── validate_data_dir.sh ├── validate_dict_dir.pl ├── validate_text.pl ├── wav2dur.py └── wav_to_duration.sh └── wenet ├── bin ├── alignment.py ├── average_model.py ├── export_jit.py ├── recognize.py └── train.py ├── dataset ├── dataset.py ├── kaldi_io.py └── wav_distortion.py ├── transformer ├── asr_model.py ├── attention.py ├── cmvn.py ├── convolution.py ├── ctc.py ├── decoder.py ├── decoder_layer.py ├── embedding.py ├── encoder.py ├── encoder_layer.py ├── label_smoothing_loss.py ├── positionwise_feed_forward.py ├── subsampling.py └── swish.py └── utils ├── checkpoint.py ├── cmvn.py ├── common.py ├── ctc_util.py ├── executor.py 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