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as well as this benchmark of existing speech recognition APIs. I am also aware of this attempt at tracking states of the arts and recent results (bibliography) on speech recognition. (to be released by Google, mentioned at Interspeech 2018).Vox, a system to control a Linux system using Dragon NaturallySpeaking: +.(part of Mozilla's Vaani project: ( mirror)).There exist some very alpha open-source projects: Clean (94), is the number of utterances scored.
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The number in the parentheses next to each dataset, e.g. All systems are scored only on the utterances with predictions given by all systems. Table 4: Results (%WER) for 3 systems evaluated on the original audio.
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Benchmarks from Gigaom are encouraging as shown in the table below, but I am not aware of any good wrapper around to make it usable without quite some coding (and a large training data set): On Microsoft Windows I use Dragon NaturallySpeaking, on Apple Mac OS X I use Apple Dictation and DragonDictate, on Android I use Google speech recognition, and on iOS I use the built-in Apple speech recognition.īaidu Research released yesterday the code for its speech recognition library using Connectionist Temporal Classification implemented with Torch. As for Wine + Dragon NaturallySpeaking, in my experience it keeps crashing, and I don't seem to be the only one to have such issues unfortunately. By poor accuracy, I mean an accuracy significantly below the one the speech recognition software I mentioned below for other platforms have.
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- Wine + Dragon NaturallySpeaking + NatLink + dragonfly + damselflyĪll the above-mentioned native Linux solutions have both poor accuracy and usability (or some don't allow free-text dictation but only voice commands).
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silvius (built on the Kaldi speech recognition toolkit).IBM ViaVoice (used to run on Linux but was discontinued years ago).I have unsatisfyingly tried the following: It should not be restricted to voice commands, as I want to be able to dictate text. The short version of the question: I am looking for a speech recognition software that runs on Linux and has decent accuracy and usability.