| Paper Abstract and Keywords |
| Presentation |
2016-06-16 11:20
Hardware Implementation of Stochastic Gammatone Filter Naoya Onizawa, Shunsuke Koshita, Shuichi Sakamoto, Masahide Abe, Masayuki Kawamata, Takahiro Hanyu (Tohoku Univ.) CAS2016-6 VLD2016-12 SIP2016-40 MSS2016-6 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents a design of a gammatone filter based on stochastic computation. The gammatone filter well expresses the performance of human auditory peripheral mechanism and has a potential of improving advanced speech communications systems, such as hearing assisting devices and noise robust speech recognition systems. However, the hardware complexity of the gammatone filter is large due to the complex nonlinear characteristic. To address this issue, stochastic computation that exploits probabilistic information in hardware, is used for designing the gammatone filter, instead of binary computation commonly used in hardware. Using the stochastic computation, complex functions, such as multipliers, are realized using simple logic gates, leading to the simple hardware implementation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
probabilistic computation / auditory filtering / digital integrated circuits / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 116, no. 93, CAS2016-6, pp. 29-34, June 2016. |
| Paper # |
CAS2016-6 |
| Date of Issue |
2016-06-09 (CAS, VLD, SIP, MSS) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
CAS2016-6 VLD2016-12 SIP2016-40 MSS2016-6 |
| Conference Information |
| Committee |
VLD CAS MSS SIP |
| Conference Date |
2016-06-16 - 2016-06-17 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hirosaki Shiritsu Kanko-kan |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
System, signal processing and related topics |
| Paper Information |
| Registration To |
CAS |
| Conference Code |
2016-06-VLD-CAS-MSS-SIP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Hardware Implementation of Stochastic Gammatone Filter |
| Sub Title (in English) |
|
| Keyword(1) |
probabilistic computation |
| Keyword(2) |
auditory filtering |
| Keyword(3) |
digital integrated circuits |
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| 1st Author's Name |
Naoya Onizawa |
| 1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 2nd Author's Name |
Shunsuke Koshita |
| 2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 3rd Author's Name |
Shuichi Sakamoto |
| 3rd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 4th Author's Name |
Masahide Abe |
| 4th Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 5th Author's Name |
Masayuki Kawamata |
| 5th Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 6th Author's Name |
Takahiro Hanyu |
| 6th Author's Affiliation |
Tohoku University (Tohoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2016-06-16 11:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
CAS |
| Paper # |
CAS2016-6, VLD2016-12, SIP2016-40, MSS2016-6 |
| Volume (vol) |
vol.116 |
| Number (no) |
no.93(CAS), no.94(VLD), no.95(SIP), no.96(MSS) |
| Page |
pp.29-34 |
| #Pages |
6 |
| Date of Issue |
2016-06-09 (CAS, VLD, SIP, MSS) |