[ { "Percentage error": 11.4, "code_links": [], "date": "2018-03-27", "date2": 20180327, "model": "HMM-TDNN(LFMMI) + LSTMLM ", "paper": { "title": "Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline", "url": "https://cknow.io/lib/0132946dc958036d" }, "paper_data_uoa": "0132946dc958036d" }, { "Percentage error": 14.6, "code_links": [ { "title": "mravanelli/pytorch-kaldi", "url": "https://github.com/mravanelli/pytorch-kaldi" }, { "title": "xpz123/pytorch-kaldi", "url": "https://github.com/xpz123/pytorch-kaldi" } ], "date": "2018-11-19", "date2": 20181119, "model": "Li-GRU", "paper": { "title": "The PyTorch-Kaldi Speech Recognition Toolkit", "url": "https://cknow.io/lib/437631894186a91a" }, "paper_data_uoa": "437631894186a91a" }, { "Percentage error": 21.79, "code_links": [ { "title": "tensorflow/models", "url": "https://github.com/tensorflow/models/tree/master/research/deep_speech" }, { "title": "PaddlePaddle/models", "url": "https://github.com/PaddlePaddle/models" }, { "title": "baidu-research/warp-ctc", "url": "https://github.com/baidu-research/warp-ctc" }, { "title": "SeanNaren/deepspeech.pytorch", "url": "https://github.com/SeanNaren/deepspeech.pytorch" }, { "title": "DeepMark/deepmark", "url": "https://github.com/DeepMark/deepmark" }, { "title": "SeanNaren/deepspeech.torch", "url": "https://github.com/SeanNaren/deepspeech.torch" }, { "title": "robmsmt/KerasDeepSpeech", "url": "https://github.com/robmsmt/KerasDeepSpeech" }, { "title": "myrtleSoftware/deepspeech", "url": "https://github.com/myrtleSoftware/deepspeech" }, { "title": "noahchalifour/deepspeech2-tensorflow", "url": "https://github.com/noahchalifour/deepspeech2-tensorflow" }, { "title": "UnofficialJuliaMirror/DeepMark-deepmark", "url": "https://github.com/UnofficialJuliaMirror/DeepMark-deepmark" }, { "title": "UnofficialJuliaMirrorSnapshots/DeepMark-deepmark", "url": "https://github.com/UnofficialJuliaMirrorSnapshots/DeepMark-deepmark" }, { "title": "huylenguyen806/vnasr", "url": "https://github.com/huylenguyen806/vnasr" } ], "date": "2015-12-08", "date2": 20151208, "model": "Deep Speech 2", "paper": { "title": "Deep Speech 2: End-to-End Speech Recognition in English and Mandarin", "url": "https://cknow.io/lib/ae2bdef963023028" }, "paper_data_uoa": "ae2bdef963023028" }, { "Percentage error": 67.94, "code_links": [ { "title": "mozilla/DeepSpeech", "url": "https://github.com/mozilla/DeepSpeech" }, { "title": "robmsmt/KerasDeepSpeech", "url": "https://github.com/robmsmt/KerasDeepSpeech" }, { "title": "myrtleSoftware/deepspeech", "url": "https://github.com/myrtleSoftware/deepspeech" }, { "title": "IBM/MAX-Speech-to-Text-Converter", "url": "https://github.com/IBM/MAX-Speech-to-Text-Converter" }, { "title": "mangushev/deep_speech", "url": "https://github.com/mangushev/deep_speech" }, { "title": "RashadGarayev/TRSpeech-to-text", "url": "https://github.com/RashadGarayev/TRSpeech-to-text" }, { "title": "WalterJohnson0/DeepSpeech-KerasRebuild", "url": "https://github.com/WalterJohnson0/DeepSpeech-KerasRebuild" }, { "title": "Loghijiaha/DeepSpeech-Indo", "url": "https://github.com/Loghijiaha/DeepSpeech-Indo" } ], "date": "2014-12-17", "date2": 20141217, "model": "CNN + Bi-RNN + CTC (speech to letters)", "paper": { "title": "Deep Speech: Scaling up end-to-end speech recognition", "url": "https://cknow.io/lib/23ae74412eb5aaa6" }, "paper_data_uoa": "23ae74412eb5aaa6" } ]