Machine audition principles, algorithms, and systems
Título:
Machine audition principles, algorithms, and systems
ISBN:
9781615209200
PRODUCTION_INFO:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2011.
Descrição Física:
electronic texts (473 p. : ill.) : digital files.
Conteúdo:
1. Unstructured environmental audio / Selina Chu, Shrikanth Narayanan, C.-C. Kuo -- 2. Modeling grouping cues for auditory scene analysis using a spectral clustering formulation / Lus̕ Martins, Mathieu Lagrange, George Tzanetakis -- 3. Cocktail party problem / Tariqullah Jan, Wenwu Wang -- 4. Audition / Tjeerd Andringa -- 5. A multimodal solution to blind source separation of moving sources / Syed Naqvi, Yonggang Zhang, Miao Yu, Jonathon Chambers -- 6. Sound source localization / Banu Günel, Hüseyin Hacihabiboglu -- 7. Probabilistic modeling paradigms for audio source separation / Emmanuel Vincent, Maria Jafari, Samer Abdallah, Mark Plumbley, Mike Davies -- 8. Tensor factorization with application to convolutive blind source separation of speech / Saeid Sanei, Bahador Makkiabadi -- 9. Multi-channel source separation / Nilesh Madhu, André Gückel -- 10. Audio source separation using sparse representations / Andrew Nesbit, Maria Jafar, Emmanuel Vincent, Mark Plumbley -- 11. Itakura-Saito nonnegative factorizations of the power spectrogram for music signal decomposition / Cédric Févotte -- 12. Music onset detection / Ruohua Zhou, Josh Reiss -- 13. On the inherent segment length in music / Kristoffer Jensen -- 14. Automatic tagging of audio / Thierry Bertin-Mahieux, Douglas Eck, Michael Mandel -- 15. Instantaneous versus convolutive non-negative matrix factorization / Wenwu Wang --
16. Musical information dynamics as models of auditory anticipation / Shlomo Dubnov -- 17. Multimodal emotion recognition / Sanaul Haq, Philip Jackson -- 18. Machine audition of acoustics / Francis Li, Paul Kendrick, Trevor Cox -- 19. Neuromorphic speech processing / Pedro Gómez-Vilda ... [et al.].
Resumo:
"This book covers advances in algorithmic developments, theoretical frameworks, and experimental research findings to assist professionals who want an improved understanding about how to design algorithms for performing automatic analysis of audio signals, construct a computing system for understanding sound, and to learn how to build advanced human-computer interactive systems"--Provided by publisher.
Autor Adicionado:
Acesso Eletrônico:
Full Text Available From IGI Global 2011 Packages
LANGUAGE:
Inglês