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Kyle Kastner

12 papers hereh-index 102.7k citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author9

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV3
  • cs.SD3
  • cs.CL1
  • stat.ML1
same name
  • Kyle Kastner — 5 papers, h 2
  • Kyle Kastner — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedA Recurrent Latent Variable Model for Sequential Data

673 citations · 1k across the 10 of their papers we have counts for

collaborators
Showing cs.SDShow all

3 papers · 1 filter

cs.SD2022

R-MelNet: Reduced Mel-Spectral Modeling for Neural TTS

Kyle Kastner, Aaron Courville

This paper introduces R-MelNet, a two-part autoregressive architecture with a frontend based on the first tier of MelNet and a backend WaveRNN-style audio decoder for neural text-t…

cs.SD2021★ 10 cited

MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling

Yusong Wu, Ethan Manilow, Yi Deng +6

Musical expression requires control of both what notes are played, and how they are performed. Conventional audio synthesizers provide detailed expressive controls, but at the cost…

cs.SD2018

Harmonic Recomposition using Conditional Autoregressive Modeling

Kyle Kastner, Rithesh Kumar, Tim Cooijmans +1

We demonstrate a conditional autoregressive pipeline for efficient music recomposition, based on methods presented in van den Oord et al.(2017). Recomposition (Casal & Casey, 2010)…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.