The authors develop an understanding of sound beyond shallow analysis paradigms, and relax many of the constraining assumptions. They also present structured models for computational modeling in sound using weak or no supervision. Novel algorithms and a hierarchical framework are provided..
Sourish Chaudhuri
speech processing audio content analysis audio semantic analysis acoustic unit descriptors structured models for audio multi-instance learning for audio.