基本信息
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职业迁徙
个人简介
Alexei has broad experience in machine learning for speech and natural language processing systems. His current research interests include contextualized adaptive conversational machines; speech characterization technology; integration of para-linguistic knowledge into natural speech recognition and interpretation.
In 2011-12 he led a research group that won the Interspeech'2012 Para-linguistic Challenge in recognizing personality from speech. In 2013-15 he was involved in several projects concentrating on hardware acceleration. Specifically, that effort resulted in a 50+ times faster speech recognition decoding with SIMD devices. During his ETS time, he was in charge of construction of the on-line speech recognizer for interaction with remote non-native speakers of English. That system achieved parity with human transcription accuracy. Later at Knowles Alexei led the development of the extremely-small footprint (~3 Mb) HW accelerated unlimited vocabulary speech recognizer that consumes 75mW and achieves the state-of-the-art in transcription accuracy.
In 2011-12 he led a research group that won the Interspeech'2012 Para-linguistic Challenge in recognizing personality from speech. In 2013-15 he was involved in several projects concentrating on hardware acceleration. Specifically, that effort resulted in a 50+ times faster speech recognition decoding with SIMD devices. During his ETS time, he was in charge of construction of the on-line speech recognizer for interaction with remote non-native speakers of English. That system achieved parity with human transcription accuracy. Later at Knowles Alexei led the development of the extremely-small footprint (~3 Mb) HW accelerated unlimited vocabulary speech recognizer that consumes 75mW and achieves the state-of-the-art in transcription accuracy.
研究兴趣
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Russian journal of ecologyno. 2 (2024): 71-78
Contemporary Problems of Ecologyno. 7 (2023): 964-971
Eurasian soil scienceno. 9 (2023): 1201-1209
Kidney International Reportsno. 3 (2023): S455-S456
Fizioterapiâ, balʹneologiâ i reabilitaciâno. 5 (2022): 385-395
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#Papers: 432
#Citation: 4282
H-Index: 26
G-Index: 35
Sociability: 9
Diversity: 3
Activity: 10
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