Search Results for author: Amartya Banerjee

Found 3 papers, 1 papers with code

Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging

no code implementations30 May 2024 Amartya Banerjee, Harlin Lee, Nir Sharon, Caroline Moosmüller

Capturing data from dynamic processes through cross-sectional measurements is seen in many fields such as computational biology.

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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