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Jesse Engel

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

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Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (17) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (10) πŸ† Keyword Champion (3) 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ‘₯ Mega-Team Β· Legion πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (65) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze

Venues

ICML (7) ICLR (6) NeurIPS (1)

Top co-authors

Adam Roberts (8) Ian Simon (5) Curtis Hawthorne (5) Douglas Eck (5) Erich Elsen (3) Sander Dieleman (3) Adam Coates (2) Shubho Sengupta (2) Cheng-Zhi Anna Huang (2) Greg Diamos (2)

Research topics

Deep Learning (12) Models (10) Artificial Intelligence (5) Machine Learning (5) Architectures (5) Core AI (5) Application Areas (2) Core Methods (2) Optimization & Theory (2) Techniques (2) Speech & Audio (1) Learning Types Β· Machine Learning (1) Learning Types Β· Deep Learning (1) Processing (1)

Keywords

generative model (3) audio synthesis (3) music generation (3) latent representation (2) variational autoencoder (2) neural audio synthesis (2) conditional generation (1) speech recognition (1) transfer learning (1) autoregressive model (1) sequence-to-sequence learning (1) batch processing (1) recurrent neural network (1) deep neural network (1) text prompt (1) gradient-based optimization (1) end-to-end learning (1) generative adversarial network (1) variational information bottleneck (1) hierarchical model (1)

Papers

Live Music Models NeurIPS 2025 General-purpose, long-context autoregressive modeling with Perceiver AR ICML 2022 MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling ICLR 2022 MT3: Multi-Task Multitrack Music Transcription ICLR 2022 DDSP: Differentiable Digital Signal Processing ICLR 2020 Encoding Musical Style with Transformer Autoencoders ICML 2020 Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset ICLR 2019 GANSynth: Adversarial Neural Audio Synthesis ICLR 2019 Learning to Groove with Inverse Sequence Transformations ICML 2019 A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music ICML 2018 Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models ICLR 2018 Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders ICML 2017 Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin ICML 2016 Persistent RNNs: Stashing Recurrent Weights On-Chip ICML 2016