Kevin Kilgour

6 papers · 2016–2022 · 2 venues · across top CS/AI venues

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Achievements

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+3 more ↓

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

🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer

Venues

Interspeech (5) NAACL (1)

Top co-authors

Matthias Sperber (2) Thai Son Nguyen (2) Jan Niehues (2) Sebastian Stüker (2) Thanh-Le Ha (2) Alex Waibel (2) Dominik Roblek (2) Eunah Cho (2) Matthew Sharifi (2) Markus Müller (2)

Research topics

Machine Learning (4) Speech & Audio (3) Core Methods (3) Recognition (3) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Learning Paradigms (1) Models (1) Techniques (1)

Keywords

representation learning (1) few-shot learning (1) transfer learning (1) feature extraction (1) embedding learning (1) speech processing (1) multimodal learning (1) keyword spotting (1) sound source separation (1) generative model (1) text embedding (1) generative model evaluation (1) reference-free evaluation (1) encoder-decoder architecture (1) low latency (1) speech embedding (1) speech translation (1) simultaneous translation (1) automatic translation (1) speaker adaptation (1)

Papers

Text-Driven Separation of Arbitrary Sounds Interspeech 2022 Teaching Keyword Spotters to Spot New Keywords with Limited Examples Interspeech 2021 Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms Interspeech 2019 Low-Dimensional Bottleneck Features for On-Device Continuous Speech Recognition Interspeech 2019 Dynamic Transcription for Low-Latency Speech Translation Interspeech 2016 Lecture Translator - Speech translation framework for simultaneous lecture translation NAACL 2016