|
JAIST Repository >
b. 情報科学研究科・情報科学系 >
b10. 学術雑誌論文等 >
b10-2. 図書 >
このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/4994
|
| タイトル: | Advances for In-Vehicle and Mobile Systems : Noise reduction based on microphone array and post-filtering for robust speech recognition in car environments |
| 著者: | Li, Junfeng
Lu, Xugang
Akagi, Masato |
| 発行日: | 2007 |
| 出版者: | Springer |
| 開始ページ: | 153 |
| 終了ページ: | 166 |
| 抄録: | Robust speech recognition in car environments has been an important application and attracted great research interests in recent years. Its performance dramatically degrades due to various kinds of noises existing in car environments. To deal with acoustic noises, we have proposed two noise reduction systems which are based on microphone array and post-filtering. In this paper, we first describe the two noise reduction systems previously suggested. Then, we are devoted to investigate the performance improvements of the automatic speech recognition (ASR) system when the two noise reduction systems are used as the front-end processors. The speech recognition experiments were conducted using multi-channel car noise recordings and AURORA-2J speech database, the recognition results are also reported. Some discussions on the proposed noise reduction systems are finally presented based on the experimental results. |
| Rights: | This is the author-created version of Springer, Junfeng Li, Xugang Lu and Masato Akagi, Noise reduction based on microphone array and post-filtering for robust speech recognition in car environments, Chapter 13 in Digital Signal Processing for In-Vehicle and Mobile Systems 2, 2007, 153-166. The original publication is available at www.springerlink.com. |
| URI: | http://hdl.handle.net/10119/4994 |
| 資料タイプ: | author |
| 出現コレクション: | b10-2. 図書 (Book, Book Chapter)
|
このアイテムのファイル:
| ファイル |
記述 |
サイズ | 形式 |
|---|
| DSP2005_Li.pdf | | 124Kb | Adobe PDF | 見る/開く |
|
当システムに保管されているアイテムはすべて著作権により保護されています。
|
