Search Results for author: Amartya Banerjee

Found 2 papers, 1 papers with code

Surprisal Driven $k$-NN for Robust and Interpretable Nonparametric Learning

no code implementations17 Nov 2023 Amartya Banerjee, Christopher J. Hazard, Jacob Beel, Cade Mack, Jack Xia, Michael Resnick, Will Goddin

Nonparametric learning is a fundamental concept in machine learning that aims to capture complex patterns and relationships in data without making strong assumptions about the underlying data distribution.

Anomaly Detection Density Estimation +2

Phoneme Hallucinator: One-shot Voice Conversion via Set Expansion

1 code implementation11 Aug 2023 Siyuan Shan, Yang Li, Amartya Banerjee, Junier B. Oliva

Objective and subjective evaluations show that \textit{Phoneme Hallucinator} outperforms existing VC methods for both intelligibility and speaker similarity.

Voice Conversion

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