5 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…
The Moving Drone: Negotiating Agency Between the Voice and the Virtual
Nithya Shikarpur, Victor Arul, Anna Huang
Melodic material in Hindustani music is presented in relation to a tonic, usually sustained by the tanpura, a four-stringed drone instrument. Rooted in Hindustani music, 'The Movin…
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…
Exploratory Study Of Human-AI Interaction For Hindustani Music
Nithya Shikarpur, Cheng-Zhi Anna Huang
This paper presents a study of participants interacting with and using GaMaDHaNi, a novel hierarchical generative model for Hindustani vocal contours. To explore possible use cases…
Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music
Nithya Shikarpur, Krishna Maneesha Dendukuri, Yusong Wu +2
Hindustani music is a performance-driven oral tradition that exhibits the rendition of rich melodic patterns. In this paper, we focus on generative modeling of singers' vocal melod…