7 citations · 16 across the 7 of their papers we have counts for
8 papers
JazzSAMBA: A Synchronous and Asynchronous Multi-take Band Audio Dataset of Jazz Standards for Live Music Models
Phillip Long, Jacob Nguyen, Jace Hosto +9
Machine learning has made strong progress on music tasks, both as assistive tools and as creative partners. However, most systems train on multitrack corpora that emphasize pop and…
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
Zachary Novack, Stephen Brade, Haven Kim +8
Interactive streaming music generation promises the use of generative models for live performance and co-creation that is impossible with offline models. However, SOTA models exist…
A Design Space for Live Music Agents
Yewon Kim, Stephen Brade, Alexander Wang +7
Live music provides a uniquely rich setting for studying creativity and interaction due to its spontaneous nature. The pursuit of live music agents--intelligent systems supporting…
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
Yusong Wu, Stephen Brade, Aleksandra Teng Ma +6
Most applications of generative AI involve a sequential interaction in which a person inputs a prompt and waits for a response, and where reaction time and adaptivity are not impor…
Streaming Generation for Music Accompaniment
Yusong Wu, Mason Wang, Heidi Lei +5
Music generation models can produce high-fidelity coherent accompaniment given complete audio input, but are limited to editing and loop-based workflows. We study real-time audio-t…
SpeakEasy: Enhancing Text-to-Speech Interactions for Expressive Content Creation
Stephen Brade, Sam Anderson, Rithesh Kumar +2
Novice content creators often invest significant time recording expressive speech for social media videos. While recent advancements in text-to-speech (TTS) technology can generate…
SynthScribe: Deep Multimodal Tools for Synthesizer Sound Retrieval and Exploration
Stephen Brade, Bryan Wang, Mauricio Sousa +3
Synthesizers are powerful tools that allow musicians to create dynamic and original sounds. Existing commercial interfaces for synthesizers typically require musicians to interact…
Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models
Stephen Brade, Bryan Wang, Mauricio Sousa +2
Text-to-image generative models have demonstrated remarkable capabilities in generating high-quality images based on textual prompts. However, crafting prompts that accurately capt…