Dmitriy Serdyuk

6 papers · 2015–2024 · 3 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Bronze

🌱 Topic Pioneer 🚀 Conference Pioneer 📈 Trend Setter

Venues

Interspeech (3) ICLR (2) NeurIPS (1)

Top co-authors

Yoshua Bengio (4) Ying Zhang (1) Dzmitry Bahdanau (1) Mirco Ravanelli (1) Soroush Mehri (1) Joao Felipe Santos (1) Chiheb Trabelsi (1) Chengjian Zheng (1) Alessandro Sordoni (1) Nan Rosemary Ke (1)

Research topics

Deep Learning (5) Architectures (5) Artificial Intelligence (3) Machine Learning (3) Speech & Audio (3) Core AI (3) Recognition (3) Techniques (2) Computer Vision (1) Application Areas (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

recurrent neural network (3) speech recognition (2) sequence generation (2) multimodal learning (1) image captioning (1) automatic speech recognition (1) video transformer (1) phoneme recognition (1) acoustic model (1) latency reduction (1) visual feature (1) long-term dependency (1) audio-visual speech recognition (1) universal speech model (1) recurrent neural network transducer (1) online speech recognition (1) complex-valued neural network (1) phoneme error rate (1) weight binarization (1) model size reduction (1)

Papers

USM RNN-T model weights binarization Interspeech 2024 Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video Interspeech 2022 Deep Complex Networks ICLR 2018 Twin Networks: Matching the Future for Sequence Generation ICLR 2018 Twin Regularization for Online Speech Recognition Interspeech 2018 Attention-Based Models for Speech Recognition NeurIPS 2015