Mohammed Maqsood Shaik

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

Interspeech (2) EACL (1)

Top co-authors

Badr M. Abdullah (3) Dietrich Klakow (3) Bernd Möbius (1)

Research topics

Artificial Intelligence (2) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Speech & Audio (1) Analysis (1) Applications (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

discrete representation (2) self-supervised learning (1) cross-lingual transfer (1) speech processing (1) vector quantization (1) low-resource language (1) semantic subspace (1) speech translation (1) multilingual transformer (1) speech representation (1) probing task (1) self-supervised speech model (1) self-supervised representation learning (1) phonetic category (1) language-neutral representation (1) quantization module (1) information theory (1) language-universal representation (1)

Papers

Wave to Interlingua: Analyzing Representations of Multilingual Speech Transformers for Spoken Language Translation Interspeech 2024 An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech Interspeech 2023 On the Nature of Discrete Speech Representations in Multilingual Self-supervised Models EACL 2023