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Adam Roberts — most-cited papers & profile · AI for Code
← authors
·
overview
Adam Roberts
15
papers ·
1371
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
2017 · 298 citations
Extracting Training Data from Large Language Models
2020 · 275 citations
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
2018 · 259 citations
GANSynth: Adversarial Neural Audio Synthesis
2019 · 240 citations
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
2018 · 149 citations
Onsets and Frames: Dual-Objective Piano Transcription
2017 · 43 citations
Multi-instrument Music Synthesis with Spectrogram Diffusion
2022 · 15 citations
ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers
2025 · 8 citations
SingSong: Generating musical accompaniments from singing
2023 · 8 citations
Live Music Models
2025 · 7 citations
EmbeddingGemma: Powerful and Lightweight Text Representations
2025
ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers
2025
Gemma: Open Models Based on Gemini Research and Technology
2024
Training LLMs over Neurally Compressed Text
2024
Topics
Music Generation
Audio Generation
Training Techniques
Efficiency
Model Architecture
Code
Model-Based RL
RLHF & Alignment
Multi-Agent
Audio Understanding