Mathew Magimai.-Doss
3 papers in the PaperMetrix corpus
Papers by this author
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Analysis of CNN-based speech recognition system using raw speech as input
2015
Automatic speech recognition systems typically model the rela-tionship between the acoustic speech signal and the phones in two separate steps: feature extraction and classifier training. In our recent works, we have shown that, in the …
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Integrated pronunciation learning for automatic speech recognition using probabilistic lexical modeling
2015
Standard automatic speech recognition (ASR) systems use phoneme-based pronunciation lexicon prepared by linguistic experts. When the hand crafted pronunciations fail to cover the vocabulary of a new domain, a grapheme-to-phoneme (G2P) converter is used to …
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Phoneme Based Respiratory Analysis of Read Speech
2021 · 2021 29th European Signal Processing Conference (EUSIPCO)
Recent work shows that it is possible to use deep learning techniques to sense the speaker's respiratory parameters directly from a speech signal. This can be a beneficial option for future telehealth services. In this …