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How can we engineer systems capable of "cocktail party" listening?Human listeners are able to perceptually segregate one sound source from an acoustic mixture, such as a single voice from a mixture of other voices and music at a busy cocktail party. How can we engineer "machine listening" systems that achieve this perceptual feat?Albert Bregman's book Auditory Scene Analysis, published in 1990, drew an analogy between the perception of auditory scenes and visual scenes, and described a coherent framework for understanding the perceptual organization of sound. His account has stimulated much interest in computational studies of hearing. Such studies are motivated in part by the demand for practical sound separation systems, which have many applications including noise-robust automatic speech recognition, hearing prostheses, and automatic music transcription. This emerging field has become known as computational auditory scene analysis (CASA).Computational Auditory Scene Analysis: Principles, Algorithms, and Applications provides a comprehensive and coherent account of the state of the art in CASA, in terms of the underlying principles, the algorithms and system architectures that are employed, and the potential applications of this exciting new technology. With a Foreword by Bregman, its chapters are written by leading researchers and cover a wide range of topics including:. Estimation of multiple fundamental frequencies. Feature-based and model-based approaches to CASA. Sound separation based on spatial location. Processing for reverberant environments. Segregation of speech and musical signals. Automatic speech recognition in noisy environments. Neural and perceptual modeling of auditory organizationThe text is written at a level that will be accessible to graduate students and researchers from related science and engineering disciplines. The extensive bibliography accompanying each chapter will also make this book a valuable reference source. A web site accompanying the text (www.casabook.org) features software tools and sound demonstrations.

Auditory perception --- Auditory perception. --- Computational auditory scene analysis. --- Computer simulation. --- Computational auditory scene analysis --- Human Anatomy & Physiology --- Health & Biological Sciences --- Neuroscience --- Computer simulation --- Perception auditive --- Analyse de scènes auditives computationnelle --- Analyse de scènes auditives computationnelle --- Perception auditive. --- Simulation par ordinateur.

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Office management --- Computer science --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- beeldverwerking --- ICT (informatie- en communicatietechnieken) --- informatica --- bedrijfsadministratie --- informatiesystemen --- database management --- robots

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This book and its companion volumes constitute the Proceedings of the 13th - ternationalConferenceonNeuralInformationProcessing(ICONIP2006)heldin Hong Kong during October 3-6,2006. ICONIP is the annual ?agship conference oftheAsiaPaci?cNeuralNetworkAssembly(APNNA)withthepasteventsheld in Seoul (1994), Beijing (1995),Hong Kong (1996), Dunedin (1997), Kitakyushu (1998),Perth(1999),Taejon(2000),Shanghai(2001),Singapore(2002),Istanbul (2003),Calcutta(2004),andTaipei(2005). Overtheyears,ICONIPhasmatured into a well-established series of international conference on neural information processing and related ?elds in the Asia and Paci?cregions. Following the tra- tion, ICONIP 2006 provided an academic forum for the participants to diss- inate their new research ?ndings and discuss emerging areas of research. It also created a stimulating environment for the participants to interact and exchange information on future challenges and opportunities of neural network research. ICONIP 2006 received 1,175 submissions from about 2,000 authors in 42 countriesandregions(Argentina,Australia,Austria,Bangladesh,Belgium,Brazil, Canada, China, Hong Kong, Macao, Taiwan, Colombia, Costa Rica, Croatia, Egypt, Finland, France, Germany, Greece, India, Iran, Ireland, Israel, Italy, Japan, South Korea, Malaysia, Mexico, New Zealand, Poland, Portugal, Qatar, Romania, Russian Federation, Singapore, South Africa, Spain, Sweden, Th- land, Turkey, UK, and USA) across six continents (Asia, Europe, North Am- ica, South America, Africa, and Oceania). Based on rigorous reviews by the Program Committee members and reviewers, 386 high-quality papers were - lectedforpublicationintheproceedingswiththeacceptanceratebeing lessthan 33%. Thepapersareorganizedin22cohesivesectionscoveringallmajortopicsof neuralnetworkresearchanddevelopment. Inadditionto the contributedpapers, the ICONIP 2006 technical programincluded two plenary speeches by Shun-ichi Amari and Russell Eberhart.

Office management --- Computer science --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- beeldverwerking --- ICT (informatie- en communicatietechnieken) --- informatica --- bedrijfsadministratie --- informatiesystemen --- database management --- robots

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This book and its companion volumes constitute the Proceedings of the 13th - ternationalConferenceonNeuralInformationProcessing(ICONIP2006)heldin Hong Kong during October 3-6,2006. ICONIP is the annual ?agship conference oftheAsiaPaci?cNeuralNetworkAssembly(APNNA)withthepasteventsheld in Seoul (1994), Beijing (1995),Hong Kong (1996), Dunedin (1997), Kitakyushu (1998),Perth(1999),Taejon(2000),Shanghai(2001),Singapore(2002),Istanbul (2003),Calcutta(2004),andTaipei(2005). Overtheyears,ICONIPhasmatured into a well-established series of international conference on neural information processing and related ?elds in the Asia and Paci?cregions. Following the tra- tion, ICONIP 2006 provided an academic forum for the participants to diss- inate their new research ?ndings and discuss emerging areas of research. It also created a stimulating environment for the participants to interact and exchange information on future challenges and opportunities of neural network research. ICONIP 2006 received 1,175 submissions from about 2,000 authors in 42 countriesandregions(Argentina,Australia,Austria,Bangladesh,Belgium,Brazil, Canada, China, Hong Kong, Macao, Taiwan, Colombia, Costa Rica, Croatia, Egypt, Finland, France, Germany, Greece, India, Iran, Ireland, Israel, Italy, Japan, South Korea, Malaysia, Mexico, New Zealand, Poland, Portugal, Qatar, Romania, Russian Federation, Singapore, South Africa, Spain, Sweden, Th- land, Turkey, UK, and USA) across six continents (Asia, Europe, North Am- ica, South America, Africa, and Oceania). Based on rigorous reviews by the Program Committee members and reviewers, 386 high-quality papers were - lectedforpublicationintheproceedingswiththeacceptanceratebeing lessthan 33%. Thepapersareorganizedin22cohesivesectionscoveringallmajortopicsof neuralnetworkresearchanddevelopment. Inadditionto the contributedpapers, the ICONIP 2006 technical programincluded two plenary speeches by Shun-ichi Amari and Russell Eberhart.

Office management --- Computer science --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- beeldverwerking --- ICT (informatie- en communicatietechnieken) --- informatica --- bedrijfsadministratie --- informatiesystemen --- database management --- robots