Title :
An improved spectral subtraction algorithm based on auditory masking in voice human-computer interaction
Author :
Lu Ji xiang ; Wang Ping ; Yu Sui huai ; Lu Chang de
Author_Institution :
Coll. of Mech. & Electr. Eng., Northwestern Polytech. Univ., Xi´an, China
Abstract :
As the primary research area of the Multimoda Human-computer Interaction, Voice Interaction mainly involves extraction and identification of the natural speech signal, where the former provides the reliable signal sources, which are analyzed by the latter. The speech enhancement technology is studied in this paper, aiming at the Voice Interactive. We propose an improved spectral subtraction (SS) algorithm based on auditory masking effect. The simulated results compared to the traditional SS show the effectiveness and superiority of the improved algorithm.
Keywords :
human computer interaction; spectral analysis; speech enhancement; speech intelligibility; auditory masking effect; multimodal human computer interaction; signal source; spectral subtraction algorithm; speech enhancement technology; speech signal extraction; speech signal identification; voice human computer interaction; voice interaction; voice interactive; Human computer interaction; Masking threshold; Noise reduction; Signal to noise ratio; Speech; Speech enhancement; Auditory Masking; Multimodal Human-computer Interaction; Spectral Subtraction; Threshold; Voice Human-computer Interaction;
Conference_Titel :
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-5140-1
Electronic_ISBN :
2152-7431
DOI :
10.1109/ICMA.2010.5589171