Common Voiceの日本語版が始まってた！ https://voice.mozilla.org/ja
voice.mozilla.orgCommon Voice by MozillaCommon Voice is a project to help make voice recognition open to everyone. Now you can donate your voice to help us build an open-source voice database that anyone can use to make innovative apps for devices and the web.
Common Voiceはオープンな音声認識の学習用データセットを作るプロジェクトで、各自で表示される文を読んで音声データを投稿したり既に投稿されている音声データを聞いて文を正しく読んでいるかどうかを評価したりしてcontributeできる
ちなみにMozillaはCommon Voiceと並列してBaiduのDeep Speechアルゴリズム https://arxiv.org/abs/1412.5567 をTensoFlowで実装・公開している https://github.com/mozilla/DeepSpeech
arxiv.orgDeep Speech: Scaling up end-to-end speech recognitionWe present a state-of-the-art speech recognition system developed using
end-to-end deep learning. Our architecture is significantly simpler than
traditional speech systems, which rely on laboriously engineered processing
pipelines; these traditional systems also tend to perform poorly when used in
noisy environments. In contrast, our system does not need hand-designed
components to model background noise, reverberation, or speaker variation, but
instead directly learns a function that is robust to such effects. We do not
need a phoneme dictionary, nor even the concept of a "phoneme." Key to our
approach is a well-optimized RNN training system that uses multiple GPUs, as
well as a set of novel data synthesis techniques that allow us to efficiently
obtain a large amount of varied data for training. Our system, called Deep
Speech, outperforms previously published results on the widely studied
Switchboard Hub5'00, achieving 16.0% error on the full test set. Deep Speech
also handles challenging noisy environments better than widely used,
state-of-the-art commercial speech systems.
Tenso*r*Flow, of course
