Title :
Voice conversion based on topological feature maps and time-variant filtering
Author :
Rinscheid, Ansgar
Author_Institution :
Lehrstuhl fur Allgemeine Elektrotech. und Akustik, Ruhr-Univ., Bochum, Germany
Abstract :
Presents a new voice conversion algorithm. This algorithm allows voices to be adapted using a small amount of adaptation data. Only a few short adaptation units (phonemes or short words) are needed. The voice conversion is performed using a time-variant digital filter, topological feature maps and a map of filter coefficients. The filter coefficients of the time-variant filter are selected by the feature map depending on the short-time spectrum. The spectral envelope of the input signal is modified by a time-variant filter using the selected coefficients
Keywords :
acoustic filters; digital filters; self-organising feature maps; speech processing; speech recognition; time-varying filters; adaptation units; filter coefficient map; phonemes; short words; short-time spectrum; spectral envelope modification; time-variant digital filter; time-variant filtering; topological feature maps; voice adaptation; voice conversion algorithm; Acoustic noise; Digital filters; Electronic mail; Filtering algorithms; Humans; Loudspeakers; Speech enhancement; Speech recognition; Speech synthesis; Synthesizers;
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
DOI :
10.1109/ICSLP.1996.607887