3 papers
cs.SD2026
voice2mode: Phonation Mode Classification in Singing using Self-Supervised Speech Models
Aju Ani Justus, Ruchit Agrawal, Sudarsana Reddy Kadiri +1
We present voice2mode, a method for classification of four singing phonation modes (breathy, neutral (modal), flow, and pressed) using embeddings extracted from large self-supervis…
cs.LG2025
LLMs as Policy-Agnostic Teammates: A Case Study in Human Proxy Design for Heterogeneous Agent Teams
Aju Ani Justus, Chris Baber
A critical challenge in modelling Heterogeneous-Agent Teams is training agents to collaborate with teammates whose policies are inaccessible or non-stationary, such as humans. Trad…
cs.SD2025
Music Generation using Human-In-The-Loop Reinforcement Learning
Aju Ani Justus
This paper presents an approach that combines Human-In-The-Loop Reinforcement Learning (HITL RL) with principles derived from music theory to facilitate real-time generation of mus…