A Comparative Study of the Traditional Classifier and the Connectionist Model for Speaker Dependent Speech Recognition System - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Comparative Study of the Traditional Classifier and the Connectionist Model for Speaker Dependent Speech Recognition System write by Sheikh Hussain Shaikh Salleh. This book was released on 1993. A Comparative Study of the Traditional Classifier and the Connectionist Model for Speaker Dependent Speech Recognition System available in PDF, EPUB and Kindle. Srudies to develop technique and system which allow computers to accept speech inputs have been actively studied since the fifties. The natural question to ask is why study speech recognition. For practical reason speech recognition will solve problems, improve productivity and most important of all it will change the way we live today. As we improve algorithms and have faster machine, it appears that man-machine interface by voice will be a reality within our lifetime. In short term applciation spepech could be used to aid the handicapped (wheelchairs, robotic aid, control system, etc). A comparative study was made using different algorithms to cahiece the short term goal. the three models to be dexcribed are the LPC/DTW, LPC/DTW?VQ and the Neural Network. The fist two model used the template based approach. Distance measures are used to compare templates to find the best match. Dynamic programming is used to solve temporal difference. The technique of data compression is applied to one of these models. The other approach to speech recognition is the connectionist method. This is the most recent development in speech recognition. Connectionist apparocah consistes of many simple computing elements. Connection between these elements are of varying strength. The connection are trained to recognize speech. Statistical evaluation on a prototype system utilizing the recognition methjods mentioned above is as follows; The first model performs 95% recognition accuracy, the second model 92% accuracy and the connectionist model has 59% accuracy in normal quiet room.
2002 6th International Conference on Signal Processing
2002 6th International Conference on Signal Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook 2002 6th International Conference on Signal Processing write by Baozong Yuan. This book was released on 2002. 2002 6th International Conference on Signal Processing available in PDF, EPUB and Kindle.
Proceedings of the Trends in Electronics Conference
Proceedings of the Trends in Electronics Conference - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Proceedings of the Trends in Electronics Conference write by . This book was released on 2000. Proceedings of the Trends in Electronics Conference available in PDF, EPUB and Kindle.
Speaker Classification II
Speaker Classification II - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Speaker Classification II write by C. Müller. This book was released on 2007-08-15. Speaker Classification II available in PDF, EPUB and Kindle. This two-volume set constitutes a state-of-the-art survey in the field of speaker classification, addressing many critical questions. The twenty-two articles of the second volume cover a number of areas, including gender recognition systems, emotion recognition, text-dependent speaker verification systems, an analysis of both speaker and verbal content information, and accent identification.
Readings in Speech Recognition
Readings in Speech Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Readings in Speech Recognition write by Alexander Waibel. This book was released on 1990-12-25. Readings in Speech Recognition available in PDF, EPUB and Kindle. After more than two decades of research activity, speech recognition has begun to live up to its promise as a practical technology and interest in the field is growing dramatically. Readings in Speech Recognition provides a collection of seminal papers that have influenced or redirected the field and that illustrate the central insights that have emerged over the years. The editors provide an introduction to the field, its concerns and research problems. Subsequent chapters are devoted to the main schools of thought and design philosophies that have motivated different approaches to speech recognition system design. Each chapter includes an introduction to the papers that highlights the major insights or needs that have motivated an approach to a problem and describes the commonalities and differences of that approach to others in the book.
