Kyle Kastner

Researcher, Google

Joined

September 2016

Names

Kyle Kastner (Preferred)

Emails

****@umontreal.ca (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Google (google.com)

2022 – Present

PhD student

Université de Montréal (umontreal.ca)

2016 – 2023

MS student

Université de Montréal (umontreal.ca)

2014 – 2016

MS student

All But Thesis, University of Texas at San Antonio (utsa.edu)

2011 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Aaron Courville

2016 – 2023

Expertise

neural networks

2014 – Present

generative modeling

2014 – Present

signal processing

2010 – Present

Publications

SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders
Kyle Kastner, Tim Cooijmans, Yusong Wu, Aaron C. Courville
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- EvoMUSART@EvoStar 2023
- Readers: Everyone
SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders
Kyle Kastner, Tim Cooijmans, Yusong Wu, Aaron Courville
- 16 May 2022 (modified: 05 May 2023)
- NeurIPS 2022 Submitted
- Readers: Everyone
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling
Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron C. Courville, Cheng-Zhi Anna Huang, Jesse H. Engel
- 2022 (modified: 25 Apr 2023)
- ICLR 2022
- Readers: Everyone
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling
Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron Courville, Cheng-Zhi Anna Huang, Jesse Engel
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Oral
- Readers: Everyone
Representation Mixing for TTS Synthesis
Kyle Kastner, João Felipe Santos, Yoshua Bengio, Aaron C. Courville
- 2019 (modified: 24 Feb 2022)
- ICASSP 2019
- Readers: Everyone
Harmonic Recomposition using Conditional Autoregressive Modeling
Kyle Kastner, Rithesh Kumar, Tim Cooijmans, Aaron C. Courville
- Published: 01 Jan 2018, Last Modified: 13 May 2023
- CoRR 2018
- Readers: Everyone
Learning to Discover Sparse Graphical Models
Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux, Matthew B. Blaschko
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Char2Wav: End-to-End Speech Synthesis
Jose Sotelo, Soroush Mehri, Kundan Kumar, João Felipe Santos, Kyle Kastner, Aaron C. Courville, Yoshua Bengio
- 2017 (modified: 14 Jun 2024)
- ICLR (Workshop) 2017
- Readers: Everyone
ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation
Francesco Visin, Adriana Romero, Kyunghyun Cho, Matteo Matteucci, Marco Ciccone, Kyle Kastner, Yoshua Bengio, Aaron C. Courville
- 2016 (modified: 10 Nov 2022)
- CVPR Workshops 2016
- Readers: Everyone
A Recurrent Latent Variable Model for Sequential Data
Junyoung Chung, Kyle Kastner, Laurent Dinh, Kratarth Goel, Aaron C. Courville, Yoshua Bengio
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

View all 12 publications

Co-Authors

View all 28 co-authors