Victor Ungureanu

4 papers · 2018–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (3) ICML (1)

Top co-authors

Fredrik Cumlin (2) Christian Schüldt (2) Saikat Chatterjee (2) Xinyu Liang (2) Chandan K. A. Reddy (1) Monika Podsiadło (1) Matthieu Geist (1) Brian McWilliams (1) Sertan Girgin (1) Neil Zeghidour (1)

Research topics

Machine Learning (2) Speech & Audio (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Analysis (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Types (1) Methods (1) Optimization & Theory (1) Synthesis (1)

Keywords

mean opinion score (2) speech quality assessment (2) probabilistic prediction (1) human feedback (1) deep neural network (1) uncertainty estimation (1) cholesky decomposition (1) music generation (1) training corpus (1) waveform generation (1) prosodic variation (1) non-intrusive assessment (1) statistical text-to-speech (1) acoustic quality (1) speech quality dimension (1) rlhf (1) musiclm (1) reinforcement learning (1) text-to-music (1) multivariate gaussian (1)

Papers

Multivariate Probabilistic Assessment of Speech Quality Interspeech 2025 DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech Interspeech 2024 MusicRL: Aligning Music Generation to Human Preferences ICML 2024 Experiments with Training Corpora for Statistical Text-to-speech Systems. Interspeech 2018