Title :
A single-chip speech dialogue module and its evaluation on a personal robot, PaPeRo-mini
Author :
Sato, Miki ; Iwasawa, Toru ; Sugiyama, Akihiko ; Nishizawa, Toshihiro ; Takano, Yosuke
Author_Institution :
NEC Common Platform Software Res. Labs., Kawasaki
Abstract :
This paper presents a single-chip speech dialogue module and its evaluation on a personal robot. This module is implemented on an application processor that was developed primarily for mobile phones to provide a compact size, low power-consumption, and low cost. It performs speech recognition with preprocessing functions such as direction-of-arrival (DOA) estimation, noise cancellation, beamforming with an array of microphones, and echo cancellation. Text-to-speech (TTS) conversion is also equipped with. Evaluation results obtained on a new personal robot, PaPeRo-mini, which is a scale-down version of PaPeRo, demonstrate an 85% correct rate in DOA estimation, and as much as 54% and 30% higher speech recognition rates in noisy environments and during robot utterances, respectively. These results are shown to be comparable to those obtained by PaPeRo.
Keywords :
direction-of-arrival estimation; microphone arrays; speech recognition; PaPeRo; direction-of-arrival estimation; microphone array; personal robot; single-chip speech dialogue module; text-to-speech conversion; Array signal processing; Costs; Direction of arrival estimation; Microphone arrays; Mobile handsets; Noise cancellation; Robots; Speech analysis; Speech recognition; Speech synthesis; DOA estimation; echo cancellation; microphone array; noise cancellation; speech dialogue module; speech recognition;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4960429