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Speech
Speech Processing
The automatic analysis of speech, often together with other modalities such as text.
Feb 27, 2026
Multimodal Argument Mining
Detect arguments with speech information, such as prosody, in addition to text.
Mar 2, 2026
TRI-DEP: A Trimodal Comparative Study for Depression Detection Using Speech, Text, and EEG
A fair, reproducible benchmark of EEG, speech, and interview text for depression detection, showing that fusing all three signals works best.
Annisaa Fitri Nurfidausi
,
Eleonora Mancini
,
Paolo Torroni
Cite
arXiv
Investigating the effectiveness of explainability methods in Parkinson’s detection from speech
A systematic test of six explanation methods for a speech-based Parkinson’s detector, showing faithful explanations that domain experts still cannot easily read.
Eleonora Mancini
,
Francesco Paissan
,
Paolo Torroni
,
Mirco Ravanelli
,
Cem Subakan
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DOI
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