Microphone Array Wiener Beamformer and Speaker Localization

ISBN-13: 9783659174070 / Angielski / Miękka / 2012 / 72 str.

Hemanth Yerramsetty

Opis

Book Statement: A microphone array is the promising solution for realizing hands-free speech recognition in real environments. Accurate talker localization is very important for speech recognition using the microphone array. However localization of a moving talker is difficult in noisy reverberant environments. The talker localization errors degrade the performance of speech recognition. A speech recognition algorithm is implemented to solve the problem, which considers multiple talker direction hypotheses. Abstract: This book describes the design and implementation of a speech enhancement system that uses 4-channel microphone array beam forming and speech enhancement algorithms applied to a speech signal in a multiple source environment. To locate the accurate Direction of Arrival (DOA) from the source, it is necessary to design a suitable microphone array system with more efficient localization algorithm. The goal of the system is to improve the quality of the primary speech signal. The target groups for which the book was written are Room Impulse Response (RIR), Reverberation, WOLA Filter Bank, Adaptive Beamformers, SRP-PHAT.

O autorze

was born in Vijayawada, India in 1988. He completed his Bachelor's degree in Electronics Instrumentation Engg. In 2009 from JNT University India. He pursued his Master of Science Degree in Blekinge Tekniska Högskola (Sweden) in Electrical Engineering in 2012. He is presently working as Researcher in the field of Continuous Speech Recognition (CSR).