Rithesh Kumar

According to our database, Rithesh Kumar authored at least 12 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers.

Heitor R. Guimarães, Jiaqi Su, Rithesh Kumar, Tiago H. Falk, Zeyu Jin

CoRR, April, 2025

SpeakEasy: Enhancing Text-to-Speech Interactions for Expressive Content Creation.

Stephen Brade, Sam Anderson, Rithesh Kumar, Zeyu Jin, Anh Truong

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

DMDSpeech: Distilled Diffusion Model Surpassing The Teacher in Zero-shot Speech Synthesis via Direct Metric Optimization.

Yingahao Aaron Li, Rithesh Kumar, Zeyu Jin

CoRR, 2024

2023

High-Fidelity Audio Compression with Improved RVQGAN.

Rithesh Kumar, Prem Seetharaman, Alejandro Luebs, Ishaan Kumar, Kundan Kumar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VampNet: Music Generation via Masked Acoustic Token Modeling.

Hugo Flores García, Prem Seetharaman, Rithesh Kumar, Bryan Pardo

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

2022

Chunked Autoregressive GAN for Conditional Waveform Synthesis.

Max Morrison, Rithesh Kumar, Kundan Kumar, Prem Seetharaman, Aaron C. Courville, Yoshua Bengio

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

NU-GAN: High resolution neural upsampling with GAN.

Rithesh Kumar, Kundan Kumar, Vicki Anand, Yoshua Bengio, Aaron C. Courville

CoRR, 2020

2019

Maximum Entropy Generators for Energy-Based Models.

Rithesh Kumar, Anirudh Goyal, Aaron C. Courville, Yoshua Bengio

CoRR, 2019

MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis.

Kundan Kumar, Rithesh Kumar, Thibault de Boissiere, Lucas Gestin, Wei Zhen Teoh, Jose Sotelo, Alexandre de Brébisson, Yoshua Bengio, Aaron C. Courville

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Harmonic Recomposition using Conditional Autoregressive Modeling.

Kyle Kastner, Rithesh Kumar, Tim Cooijmans, Aaron C. Courville

CoRR, 2018

ObamaNet: Photo-realistic lip-sync from text.

Rithesh Kumar, Jose Sotelo, Kundan Kumar, Alexandre de Brébisson, Yoshua Bengio

CoRR, 2018

2017

SampleRNN: An Unconditional End-to-End Neural Audio Generation Model.

Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron C. Courville, Yoshua Bengio

Proceedings of the 5th International Conference on Learning Representations, 2017