Rithesh Kumar

24 papers A* 5Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
AudioChat: Unified Audio Storytelling, Editing, and Understanding with Transfusion Forcing.
CoRR
William Chen, Prem Seetharaman, Rithesh Kumar, Oriol Nieto, Shinji Watanabe, Justin Salamon, Zeyu Jin
2026 J jnl
TAC: Timestamped Audio Captioning.
CoRR
Sonal Kumar, Prem Seetharaman, Ke Chen, Oriol Nieto, Jiaqi Su, Zhepei Wang, Rithesh Kumar, Dinesh Manocha, Nicholas J. Bryan, Zeyu Jin, Justin Salamon
2025 A* conf
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis.
ICML
Yinghao Aaron Li, Rithesh Kumar, Zeyu Jin
2025 J jnl
DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers.
CoRR
Heitor R. Guimarães, Jiaqi Su, Rithesh Kumar, Tiago H. Falk, Zeyu Jin
2025 — conf
DiTVC: One-Shot Voice Conversion via Diffusion Transformer with Environment and Speaking Rate Cloning.
WASPAA
Yunyun Wang, Jiaqi Su, Adam Finkelstein, Rithesh Kumar, Ke Chen, Zeyu Jin
2025 J jnl
PromptSep: Generative Audio Separation via Multimodal Prompting.
CoRR
Yutong Wen, Ke Chen, Prem Seetharaman, Oriol Nieto, Jiaqi Su, Rithesh Kumar, Minje Kim, Paris Smaragdis, Zeyu Jin, Justin Salamon
2025 A* conf
SpeakEasy: Enhancing Text-to-Speech Interactions for Expressive Content Creation.
CHI
Stephen Brade, Sam Anderson, Rithesh Kumar, Zeyu Jin, Anh Truong
2025 J jnl
SpeakEasy: Enhancing Text-to-Speech Interactions for Expressive Content Creation.
CoRR
Stephen Brade, Sam Anderson, Rithesh Kumar, Zeyu Jin, Anh Truong
2025 J jnl
SpeechOp: Inference-Time Task Composition for Generative Speech Processing.
CoRR
Justin Lovelace, Rithesh Kumar, Jiaqi Su, Ke Chen, Kilian Q. Weinberger, Zeyu Jin
2024 J jnl
DMDSpeech: Distilled Diffusion Model Surpassing The Teacher in Zero-shot Speech Synthesis via Direct Metric Optimization.
CoRR
Yingahao Aaron Li, Rithesh Kumar, Zeyu Jin
2023 A* conf
High-Fidelity Audio Compression with Improved RVQGAN.
NeurIPS
Rithesh Kumar, Prem Seetharaman, Alejandro Luebs, Ishaan Kumar, Kundan Kumar
2023 J jnl
High-Fidelity Audio Compression with Improved RVQGAN.
CoRR
Rithesh Kumar, Prem Seetharaman, Alejandro Luebs, Ishaan Kumar, Kundan Kumar
2023 — conf
VampNet: Music Generation via Masked Acoustic Token Modeling.
ISMIR
Hugo Flores García, Prem Seetharaman, Rithesh Kumar, Bryan Pardo
2023 J jnl
VampNet: Music Generation via Masked Acoustic Token Modeling.
CoRR
Hugo Flores García, Prem Seetharaman, Rithesh Kumar, Bryan Pardo
2022 A* conf
Chunked Autoregressive GAN for Conditional Waveform Synthesis.
ICLR
Max Morrison, Rithesh Kumar, Kundan Kumar, Prem Seetharaman, Aaron C. Courville, Yoshua Bengio
2021 J jnl
Chunked Autoregressive GAN for Conditional Waveform Synthesis.
CoRR
Max Morrison, Rithesh Kumar, Kundan Kumar, Prem Seetharaman, Aaron C. Courville, Yoshua Bengio
2020 J jnl
NU-GAN: High resolution neural upsampling with GAN.
CoRR
Rithesh Kumar, Kundan Kumar, Vicki Anand, Yoshua Bengio, Aaron C. Courville
2019 J jnl
Maximum Entropy Generators for Energy-Based Models.
CoRR
Rithesh Kumar, Anirudh Goyal, Aaron C. Courville, Yoshua Bengio
2019 A* conf
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis.
NeurIPS
Kundan Kumar, Rithesh Kumar, Thibault de Boissiere, Lucas Gestin, Wei Zhen Teoh, Jose Sotelo, Alexandre de Brébisson, Yoshua Bengio, Aaron C. Courville
2019 J jnl
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis.
CoRR
Kundan Kumar, Rithesh Kumar, Thibault de Boissiere, Lucas Gestin, Wei Zhen Teoh, Jose Sotelo, Alexandre de Brébisson, Yoshua Bengio, Aaron C. Courville
2018 J jnl
Harmonic Recomposition using Conditional Autoregressive Modeling.
CoRR
Kyle Kastner, Rithesh Kumar, Tim Cooijmans, Aaron C. Courville
2018 J jnl
ObamaNet: Photo-realistic lip-sync from text.
CoRR
Rithesh Kumar, Jose Sotelo, Kundan Kumar, Alexandre de Brébisson, Yoshua Bengio
2017 — conf
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model.
ICLR (Poster)
Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron C. Courville, Yoshua Bengio
2016 J jnl
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model.
CoRR
Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron C. Courville, Yoshua Bengio