[ { "Percentage error": 2.32, "code_links": [], "date": "2016-09-08", "date2": 20160908, "model": "tdnn + chain", "paper": { "title": "Purely sequence-trained neural networks for ASR based on lattice-free MMI", "url": "https://cknow.io/lib/278e97d134a48876" }, "paper_data_uoa": "278e97d134a48876" }, { "Percentage error": 3, "Word Error Rate (WER)": 3, "code_links": [], "date": "2018-09-06", "date2": 20180906, "model": "End-to-end LF-MMI", "paper": { "title": "End-to-end speech recognition using lattice-free MMI", "url": "https://cknow.io/lib/84d5a2174b14b3e0" }, "paper_data_uoa": "84d5a2174b14b3e0" }, { "Percentage error": 3.5, "Word Error Rate (WER)": 3.5, "code_links": [], "date": "2018-12-17", "date2": 20181217, "model": "Convolutional Speech Recognition", "paper": { "title": "Fully Convolutional Speech Recognition", "url": "https://cknow.io/lib/d1db60cb34872a82" }, "paper_data_uoa": "d1db60cb34872a82" }, { "Percentage error": 3.5, "code_links": [], "date": "2015-04-07", "date2": 20150407, "model": "TC-DNN-BLSTM-DNN", "paper": { "title": "Deep Recurrent Neural Networks for Acoustic Modelling", "url": "https://cknow.io/lib/f71a4dd93521011f" }, "paper_data_uoa": "f71a4dd93521011f" }, { "Percentage error": 3.6, "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" } ]