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Mozilla has set up a project to collect voice samples in order to improve speech recognition accuracy for open source ASR that it is building. Here are some useful links to the project.

https://github.com/mozilla/DeepSpeech

https://voice.mozilla.org/

Read more at https://blog.mozilla.org/blog/2017/07/28/machine-learning-speech-recognition