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INTERSPEECH
2010
14 years 5 months ago
Constructing Japanese test collections for spoken term detection
Spoken Document Retrieval (SDR) and Spoken Term Detection (STD) have been two of the most intensively investigated topics in spoken document processing research according to the e...
Yoshiaki Itoh, Hiromitsu Nishizaki, Xinhui Hu, Hir...
100
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INTERSPEECH
2010
14 years 5 months ago
Emotion recognition using imperfect speech recognition
This paper investigates the use of speech-to-text methods for assigning an emotion class to a given speech utterance. Previous work shows that an emotion extracted from text can c...
Florian Metze, Anton Batliner, Florian Eyben, Tim ...
76
Voted
INTERSPEECH
2010
14 years 5 months ago
Manipulating treacheoesophageal speech
Speech therapy aiming at improving voice quality and speech intelligibility is often hampered by the lack of knowledge of the underlying deficits. One way to help speech therapist...
R. J. J. H. van Son, Irene Jacobi, Frans Hilgers
INTERSPEECH
2010
14 years 5 months ago
Approaching human listener accuracy with modern speaker verification
Being able to recognize people from their voice is a natural ability that we take for granted. Recent advances have shown significant improvement in automatic speaker recognition ...
Ville Hautamäki, Tomi Kinnunen, Mohaddeseh No...
92
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INTERSPEECH
2010
14 years 5 months ago
Binary coding of speech spectrograms using a deep auto-encoder
This paper reports our recent exploration of the layer-by-layer learning strategy for training a multi-layer generative model of patches of speech spectrograms. The top layer of t...
Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, ...