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个人简介
I work on core algorithmic aspects of computer voice recognition, and artificial intelligence applied to voice forensics. My focus is on the development of technology for the automated discovery, measurement, representation and learning of the information encoded in voice signal for optimal voice intelligence.
I worked on computer speech recognition and general audio processing from 1997 to 2014. During that time, I worked on a wide range of topics, including algorithms that made speech processing systems completely generalizable (agnostic to language), algorithms that enabled automated discovery and learning of information from speech, algorithms that could process speech using minimal external (human-generated) knowledge etc. My goal was to enable greater automation, create more powerful search strategies and more scaleable learning algorithms for voice processing systems, and to find ways to make them work more accurately in high-noise and other kinds of complex acoustic environments.
I worked on computer speech recognition and general audio processing from 1997 to 2014. During that time, I worked on a wide range of topics, including algorithms that made speech processing systems completely generalizable (agnostic to language), algorithms that enabled automated discovery and learning of information from speech, algorithms that could process speech using minimal external (human-generated) knowledge etc. My goal was to enable greater automation, create more powerful search strategies and more scaleable learning algorithms for voice processing systems, and to find ways to make them work more accurately in high-noise and other kinds of complex acoustic environments.
研究兴趣
论文共 162 篇作者统计合作学者相似作者
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CoRR (2024)
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Jiayi Zhang,Rita Singh
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.311-315, (2024)
Entropy (Basel, Switzerland)no. 6 (2023): 897-897
CoRR (2023)
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Muhammad Ahmed Shah,Roshan Sharma,Hira Dhamyal,Raphael Olivier,Ankit Shah,Dareen Alharthi, Hazim T Bukhari,Massa Baali,Soham Deshmukh, Michael Kuhlmann,Bhiksha Raj,Rita Singh
CoRR (2023)
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EMNLP 2023 (2023): 2283-2296
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CoRR (2023)
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