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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Sargin, M.E. Erzin, E. Yemez, Y. Tekalp, A.M. Erdem, A.T. Erdem, C. Ozkan, M. |
| Copyright Year | 2007 |
| Description | Author affiliation: Lab. of Multimedia Vision & Graphics, Koc Univ., Istanbul, Turkey (Sargin, M.E.; Erzin, E.; Yemez, Y.; Tekalp, A.M.; Erdem, A.T.) |
| Abstract | We present a new framework for joint analysis of head gesture and speech prosody patterns of a speaker towards automatic realistic synthesis of head gestures from speech prosody. The proposed two-stage analysis aims to "learn" both elementary prosody and head gesture patterns for a particular speaker, as well as the correlations between these head gesture and prosody patterns from a training video sequence. The resulting audio-visual mapping model is then employed to synthesize natural head gestures from arbitrary input test speech given a head model for the speaker. Objective and subjective evaluations indicate that the proposed synthesis by analysis scheme provides natural looking head gestures for the speaker with any input test speech. |
| File Size | 132267 |
| File Format | |
| ISBN | 1424407273 |
| ISSN | 15206149 |
| DOI | 10.1109/ICASSP.2007.366326 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-04-15 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Animation Speech synthesis Hidden Markov models Speech analysis Pattern analysis Testing Feature extraction Streaming media Video sequences Network synthesis gesture synthesis Man-machine systems multimedia systems gesture and prosody analysis |
| Content Type | Text |
| Resource Type | Article |
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