| Presentation | 2002/7/18 Reducing Noise Mixed with Speech Sound by Applying Image Processing Techniques to the Spectrogram : Separation of speech sound form noise within a car Kensaku ASAHI, Yuji SAGAWA, Noboru SUGIE, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Speech recognition systems have come to be used widely. When surrounding noises disturb a speech recognition system, considerable reduction in the recognition rate is inevitable. We have to develop noise reduction methods so that any speech recognition system can be used in realistic environments. We propose a novel method for reducing the noise. The reduction is achieved by applying image processing techniques to the corresponding spectrograms. Experiments were conducted on speech sounds contaminated with noises. The performances were evaluated by the cross correlation measure and compared with other methods. The proposed method was much superior to other methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Noise in a car / Spectrogram / Image Processing / Noise reduction / Speech Recognition |
| Paper # | ITS2002-19 |
| Date of Issue |
| Conference Information | |
| Committee | ITS |
|---|---|
| Conference Date | 2002/7/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Intelligent Transport Systems Technology (ITS) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Reducing Noise Mixed with Speech Sound by Applying Image Processing Techniques to the Spectrogram : Separation of speech sound form noise within a car |
| Sub Title (in English) | |
| Keyword(1) | Noise in a car |
| Keyword(2) | Spectrogram |
| Keyword(3) | Image Processing |
| Keyword(4) | Noise reduction |
| Keyword(5) | Speech Recognition |
| 1st Author's Name | Kensaku ASAHI |
| 1st Author's Affiliation | Department of Electrical and Electronic Engineering, Graduate School of Science and Technology, Meijo University() |
| 2nd Author's Name | Yuji SAGAWA |
| 2nd Author's Affiliation | Department of Information Sciences, Faculty of Science and Technology, Meijo University |
| 3rd Author's Name | Noboru SUGIE |
| 3rd Author's Affiliation | Department of Information Sciences, Faculty of Science and Technology, Meijo University |
| Date | 2002/7/18 |
| Paper # | ITS2002-19 |
| Volume (vol) | vol.102 |
| Number (no) | 233 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |