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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 2 of 2 1 Evaluating speech features with the Minimal-Pair ABX task: Analysis of the classical MFC/PLP pipeline Schatz, Thomas; Peddinti, Vijayaditya; Bach, Francis; Jansen, Aren; Hermansky, Hynek; Dupoux, Emmanuel In: Proceedings of INTERSPEECH 2013 ; INTERSPEECH 2013 : 14th Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-00918599 ; INTERSPEECH 2013 : 14th Annual Conference of the International Speech Communication Association, Aug 2013, Lyon, France. pp.1-5 (2013) Abstract: International audience ; We present a new framework for the evaluation of speech rep- resentations in zero-resource settings, that extends and complements previous work by Carlin, Jansen and Hermansky [1]. In particular, we replace their Same/Different discrimination task by several Minimal-Pair ABX (MP-ABX) tasks. We explain the analytical advantages of this new framework and apply it to de- compose the standard signal processing pipelines for computing PLP and MFC coefficients. This method enables us to confirm and quantify a variety of well-known and not-so-well-known results in a single framework. Keyword: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SCCO.COMP]Cognitive science/Computer science; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; evaluation framework; minimal-pair ABX task; speech features; speech representations; zero-resource URL: https://hal.archives-ouvertes.fr/hal-00918599/document https://hal.archives-ouvertes.fr/hal-00918599 https://hal.archives-ouvertes.fr/hal-00918599/file/ABX-3.pdf BASE Hide details 2 A Summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition Jansen, Aren; Dupoux, Emmanuel; Seltzer, Mike. - : Piscataway, NJ : IEEE, 2013 BASE Show details

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