Andreas Schwarz

4 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

Interspeech (3) ACL (1)

Top co-authors

Di He (1) Lukas Drude (1) Ariya Rastrow (1) Grant Strimel (1) Jean-Marc Valin (1) Arunasish Sen (1) Jian. Xie (1) Rupak Vignesh Swaminathan (1) Simon Wiesler (1) Maarten Van Segbroeck (1)

Research topics

Machine Learning (4) Speech & Audio (4) Recognition (3) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Natural Language Processing (1) Analysis (1) Core AI (1) Core Methods (1) Learning Types (1) Models (1) Optimization (1) Resources & Methods (1)

Keywords

speech recognition (2) automatic speech recognition (2) instruction following (1) predictive modeling (1) long short-term memory (1) instruction fine-tuning (1) latency reduction (1) environment adaptation (1) multilingual learning (1) speech understanding (1) multilingual speech (1) word error rate (1) speaker adaptation (1) speech instruction tuning (1) speech-text model (1) speech generation (1) far-field speech (1) streaming speech recognition (1) recurrent neural network transducer (1) voice assistant (1)

Papers

SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 Personalized Predictive ASR for Latency Reduction in Voice Assistants Interspeech 2023 Improving RNN-T ASR Accuracy Using Context Audio Interspeech 2021 Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget Interspeech 2021