Presentation | 2005/11/17 Noise-Robust Speech Recognition Using Weighted Modulation Spectrum Naoya WADA, Noboru HAYASAKA, Shingo YOSHIZAWA, Yoshikazu MIYANAGA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | On the modulation spectral domain, speech components and noise components can be separated by their modulation spectral bands. Although conventional methods extract speech components using band-pass filtering on running spectrum, those extractions are affected by limitations of filtering such as stability, filter steepness, etc.. Instead of it, we present Modulation Spectral Control. It realizes the feature extraction of modulation spectral bands with weighting factor on modulation spectral domain and is free from those limitations. The combination of it and Spectral Subtraction shows outstanding performance and flexibility for the variety of noise corruptions. |
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Paper # | SIS2005-50 |
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Committee | SIS |
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Conference Date | 2005/11/17(1days) |
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Registration To | Smart Info-Media Systems (SIS) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Noise-Robust Speech Recognition Using Weighted Modulation Spectrum |
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1st Author's Name | Naoya WADA |
1st Author's Affiliation | Hokkaido University() |
2nd Author's Name | Noboru HAYASAKA |
2nd Author's Affiliation | Hokkaido University |
3rd Author's Name | Shingo YOSHIZAWA |
3rd Author's Affiliation | Hokkaido University |
4th Author's Name | Yoshikazu MIYANAGA |
4th Author's Affiliation | Hokkaido University |
Date | 2005/11/17 |
Paper # | SIS2005-50 |
Volume (vol) | vol.105 |
Number (no) | 426 |
Page | pp.pp.- |
#Pages | 6 |
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