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Results tagged with speech-recognition
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user 3068
Translation of spoken words into text, usually with the help of computers.
1
vote
How do ASR systems cope with noise?
Robust speech recognition is a huge area with lots of research papers. You can start from a textbook by Microsoft:
Robust Automatic Speech Recognition
- 141
1
vote
How important is speaker-balance for speech recognition models?
Realistic datasets are always like that. You'd better focus on proper algorithms to train on such datasets than on fixing the dataset itself.
With proper algorithm balance is not a problem. It is mu …
- 141
2
votes
Libs or APIs for removing background noise from voice input?
Removing noise usually corrupts the speech and harms the performance. It is frequently more accurate to decode noisy speech than noise-cleaned speech, in particular because recognizer does noise clean …
- 141