Title :
Group delay for acoustic event representation and its application for speech aperiodicity analysis
Author :
Kawahara, Hideki ; Morise, Masanori ; Takahashi, Toru ; Irino, Toshio ; Banno, Hideki ; Fujimura, Osamu
Author_Institution :
Dept. of Design Inf. Sci., Wakayama Univ., Wakayama, Japan
Abstract :
A new framework is proposed for representing acoustic events based on bandwise durations derived from a group delay function and bandwise aperiodicity indices. The goal is to provide an efficient and detailed source information for a high-quality speech manipulation system, STRAIGHT. The proposed representation enables event based processing of speech parameters and provides means to fill the gap between waveform based methods and VOCODERs in a perceptually relevant manner. Simulations using a pulse plus noise source and a time varying filter demonstrated that the proposed method provides accurate estimates of the source aperiodicity. Application of the proposed method to STRAIGHT illustrated that it enables significant reduction in storage size and improves reproduced sound quality.
Keywords :
delays; speech processing; STRAIGHT system; VOCODER; acoustic event representation; bandwise durations; group delay function; high-quality speech manipulation system; pulse plus noise source; sound quality reproduction; speech aperiodicity analysis; speech parameters; time varying filter; Acoustics; Delays; Estimation; Frequency estimation; Frequency-domain analysis; Indexes; Speech;
Conference_Titel :
Signal Processing Conference, 2007 15th European
Conference_Location :
Poznan
Print_ISBN :
978-839-2134-04-6