Alexander Gruenstein

5 papers · 2003–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (3) COLING (1) EACL (1)

Top co-authors

Ellen Campana (1) Laura Hiatt (1) Renjie Liu (1) Alan Chiao (1) Shuai Shao (1) Lawrence Cavedon (1) James Hieronymus (1) Marily Nika (1) Jason Pelecanos (1) James Walker (1)

Research topics

Speech & Audio (3) Synthesis (3) Deep Learning (2) Recognition (2) Machine Learning (1) Application Areas (1) Architectures (1) Optimization & Theory (1)

Keywords

model quantization (1) source separation (1) speech recognition (1) automatic speech recognition (1) speech enhancement (1) streaming inference (1) word error rate (1) multi-microphone processing (1) voice query (1) acoustic echo cancellation (1) conformer architecture (1) on-device speech recognition (1) waveform domain (1) targeted voice separation (1) asymmetric loss (1) adaptive noise cancellation (1) hotword detection (1) false reject (1)

Papers

A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy Interspeech 2022 VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition Interspeech 2020 Multi-Microphone Adaptive Noise Cancellation for Robust Hotword Detection Interspeech 2019 Multi-Human Dialogue Understanding for Assisting Artifact-Producing Meetings COLING 2004 Targeted Help for Spoken Dialogue Systems EACL 2003