Martin Ratajczak

3 papers · 2016–2025 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🧭 Keyword Pioneer 🚀 Conference Pioneer

Venues

Interspeech (3)

Top co-authors

Franz Pernkopf (2) Sebastian Tschiatschek (2) Jean-Philippe Robichaud (1) Jennifer Drexler Fox (1)

Research topics

Deep Learning (2) Machine Learning (2) Speech & Audio (2) Core Methods (2) Recognition (2) Architectures (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

phone classification (2) conditional random field (2) virtual adversarial training (1) feature representation (1) recurrent neural network (1) multi-head attention (1) gated recurrent unit (1) long-form speech recognition (1) neural network (1) recurrent attention (1) bidirectional gated rnn (1) neural higher-order crf (1) limited-context attention (1) speech recognition (1) direction dropout (1) automatic speech recognition (1)

Papers

Accurate, fast, cheap: Choose three. Replacing Multi-Head-Attention with Bidirectional Recurrent Attention for Long-Form ASR Interspeech 2025 Frame and Segment Level Recurrent Neural Networks for Phone Classification Interspeech 2017 Virtual Adversarial Training Applied to Neural Higher-Order Factors for Phone Classification Interspeech 2016