Multilingual Phone Recognition in Indian Languages is popular PDF and ePub book, written by K.E. Manjunath in 2022, it is a fantastic choice for those who relish reading online the Uncategoriezed genre. Let's immerse ourselves in this engaging Uncategoriezed book by exploring the summary and details provided below. Remember, Multilingual Phone Recognition in Indian Languages can be Read Online from any device for your convenience.
Multilingual Phone Recognition in Indian Languages Book PDF Summary
The book presents current research and developments in multilingual speech recognition. The author presents a Multilingual Phone Recognition System (Multi-PRS), developed using a common multilingual phone-set derived from the International Phonetic Alphabets (IPA) based transcription of six Indian languages - Kannada, Telugu, Bengali, Odia, Urdu, and Assamese. The author shows how the performance of Multi-PRS can be improved using tandem features. The book compares Monolingual Phone Recognition Systems (Mono-PRS) versus Multi-PRS and baseline versus tandem system. Methods are proposed to predict Articulatory Features (AFs) from spectral features using Deep Neural Networks (DNN). Multitask learning is explored to improve the prediction accuracy of AFs. Then, the AFs are explored to improve the performance of Multi-PRS using lattice rescoring method of combination and tandem method of combination. The author goes on to develop and evaluate the Language Identification followed by Monolingual phone recognition (LID-Mono) and common multilingual phone-set based multilingual phone recognition systems.
Detail Book of Multilingual Phone Recognition in Indian Languages PDF
- Author : K.E. Manjunath
- Release : 19 May 2024
- Publisher : Unknown
- ISBN : 3030807428
- Genre : Uncategoriezed
- Total Page : 0 pages
- Language : English
- PDF File Size : 10,7 Mb
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