| ชื่อเรื่อง | : | Articulatory feature recognition using dynamic Bayesian networks. |
| นักวิจัย | : | Frankel, Joe , Wester, Mirjam , King, Simon |
| คำค้น | : | speech technology |
| หน่วยงาน | : | Edinburgh Research Archive, United Kingdom |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2550 |
| อ้างอิง | : | J. Frankel, M. Wester, and S. King. Articulatory feature recognition using dynamic Bayesian networks. Computer Speech & Language, 21(4):620-640, October 2007. , http://hdl.handle.net/1842/1991 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | We describe a dynamic Bayesian network for articulatory feature recognition. The model is intended to be a component of a speech recognizer that avoids the problems of conventional ``beads-on-a-string'' phoneme-based models. We demonstrate that the model gives superior recognition of articulatory features from the speech signal compared with a state of- the art neural network system. We also introduce a training algorithm that offers two major advances: it does not require time-aligned feature labels and it allows the model to learn a set of asynchronous feature changes in a data-driven manner. |
| บรรณานุกรม | : |
Frankel, Joe , Wester, Mirjam , King, Simon . (2550). Articulatory feature recognition using dynamic Bayesian networks..
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Frankel, Joe , Wester, Mirjam , King, Simon . 2550. "Articulatory feature recognition using dynamic Bayesian networks.".
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Frankel, Joe , Wester, Mirjam , King, Simon . "Articulatory feature recognition using dynamic Bayesian networks.."
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2550. Print. Frankel, Joe , Wester, Mirjam , King, Simon . Articulatory feature recognition using dynamic Bayesian networks.. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2550.
|
