Ashish Kulkarni

Interactive martingale boosting

2016 · International Joint Conference on Artificial Intelligence

We present an approach and a system that explores the application of interactive machine learning to a branching program-based boosting algorithm-- Martingale Boosting. Typically, its performance is based on the ability of a learner to …

Improving Speech Prosody of Audiobook Text-to-Speech Synthesis with Acoustic and Textual Contexts

2022 · arXiv (Cornell University)

We present a multi-speaker Japanese audiobook text-to-speech (TTS) system that leverages multimodal context information of preceding acoustic context and bilateral textual context to improve the prosody of synthetic speech. Previous work either uses unilateral or …