Nicholas J. Bryan

4 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

Interspeech (2) ICLR (1) ICML (1)

Top co-authors

Zeyu Jin (2) Taylor Berg-Kirkpatrick (2) Zachary Novack (2) Gautham J. Mysore (2) Julian McAuley (2) Richard Zhang (1) Ge Zhu (1) Justin Salamon (1) Max Morrison (1) Jonah Casebeer (1)

Research topics

Deep Learning (3) Machine Learning (3) Speech & Audio (2) Analysis (2) Models (2) Optimization & Theory (2) Application Areas (1) Core Methods (1) Learning Types (1) Synthesis (1)

Keywords

diffusion model (2) knowledge distillation (1) audio processing (1) perceptual metric (1) music generation (1) gradient checkpointing (1) just noticeable difference (1) neural vocoder (1) user control (1) speech denoising (1) prosody generation (1) audio quality (1) feature matching loss (1) crowdsourced human judgment (1) deep feature loss (1) inference-time optimization (1) audio denoising (1) differentiable metric (1) neural prosody synthesis (1) perceptual audio metric (1)

Papers

Presto! Distilling Steps and Layers for Accelerating Music Generation ICLR 2025 DITTO: Diffusion Inference-Time T-Optimization for Music Generation ICML 2024 A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences Interspeech 2020 Controllable Neural Prosody Synthesis Interspeech 2020