26 citations · 36 across the 7 of their papers we have counts for
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eess.AS2021★ 2 cited
Experimental investigation on STFT phase representations for deep learning-based dysarthric speech detection
Parvaneh Janbakhshi, Ina Kodrasi
Mainstream deep learning-based dysarthric speech detection approaches typically rely on processing the magnitude spectrum of the short-time Fourier transform of input signals, whil…
eess.AS2021★ 26 cited
Temporal envelope and fine structure cues for dysarthric speech detection using CNNs
Ina Kodrasi
Deep learning-based techniques for automatic dysarthric speech detection have recently attracted interest in the research community. State-of-the-art techniques typically learn neu…
eess.AS2021★ 6 cited
Supervised Speech Representation Learning for Parkinson's Disease Classification
Parvaneh Janbakhshi, Ina Kodrasi
Recently proposed automatic pathological speech classification techniques use unsupervised auto-encoders to obtain a high-level abstract representation of speech. Since these repre…