Rafael Valle

According to our database, Rafael Valle authored at least 39 papers between 1993 and 2024.

Collaborative distances:

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

2024

Storage Standards and Solutions, Data Storage, Sharing, and Structuring in Digital Health: A Brazilian Case Study.

Nicollas Rodrigues de Oliveira, Yago de Rezende dos Santos, Ana Carolina Rocha Mendes, Guilherme Nunes Nasseh Barbosa, Marcela Tuler de Oliveira, Rafael Valle, Dianne Scherly Varela de Medeiros, Diogo M. F. Mattos

Inf., 2024

OMCAT: Omni Context Aware Transformer.

Arushi Goel, Karan Sapra, Matthieu Le, Rafael Valle, Andrew Tao, Bryan Catanzaro

CoRR, 2024

Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data.

Sreyan Ghosh, Sonal Kumar, Zhifeng Kong, Rafael Valle, Bryan Catanzaro, Dinesh Manocha

CoRR, 2024

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment.

Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Rafael Valle, Rohan Badlani, Boris Ginsburg

CoRR, 2024

Improving Text-To-Audio Models with Synthetic Captions.

Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Rafael Valle, Soujanya Poria, Bryan Catanzaro

CoRR, 2024

Audio Dialogues: Dialogues dataset for audio and music understanding.

Arushi Goel, Zhifeng Kong, Rafael Valle, Bryan Catanzaro

CoRR, 2024

ExpressiveSinger: Multilingual and Multi-Style Score-based Singing Voice Synthesis with Expressive Performance Control.

Shuqi Dai, Ming-Yu Liu, Rafael Valle, Siddharth Gururani

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

SelfVC: Voice Conversion With Iterative Refinement using Self Transformations.

Paarth Neekhara, Shehzeen Samarah Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities.

Zhifeng Kong, Arushi Goel, Rohan Badlani, Wei Ping, Rafael Valle, Bryan Catanzaro

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Scaling Nvidia's Multi-Speaker Multi-Lingual TTS Systems With Zero-Shot TTS to Indic Languages.

Akshit Arora, Rohan Badlani, Sungwon Kim, Rafael Valle, Bryan Catanzaro

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Multilingual Multiaccented Multispeaker TTS with RADTTS.

Rohan Badlani, Rafael Valle, Kevin J. Shih, João Felipe Santos, Siddharth Gururani, Bryan Catanzaro

CoRR, 2023

P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting.

Sungwon Kim, Kevin J. Shih, Rohan Badlani, João Felipe Santos, Evelina Bakhturina, Mikyas Desta, Rafael Valle, Sungroh Yoon, Bryan Catanzaro

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

RAD-MMM: Multilingual Multiaccented Multispeaker Text To Speech.

Rohan Badlani, Rafael Valle, Kevin J. Shih, João Felipe Santos, Siddharth Gururani, Bryan Catanzaro

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

SPACE: Speech-driven Portrait Animation with Controllable Expression.

Siddharth Gururani, Arun Mallya, Ting-Chun Wang, Rafael Valle, Ming-Yu Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

High-Acoustic Fidelity Text To Speech Synthesis With Fine-Grained Control Of Speech Attributes.

Rafael Valle, João Felipe Santos, Kevin J. Shih, Rohan Badlani, Bryan Catanzaro

Proceedings of the IEEE International Conference on Acoustics, 2023

Any-to-Any Voice Conversion with F0 and Timbre Disentanglement and Novel Timbre Conditioning.

Sudheer Kovela, Rafael Valle, Ambrish Dantrey, Bryan Catanzaro

Proceedings of the IEEE International Conference on Acoustics, 2023

Vani: Very-Lightweight Accent-Controllable TTS for Native And Non-Native Speakers With Identity Preservation.

Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

SPACEx: Speech-driven Portrait Animation with Controllable Expression.

Siddharth Gururani, Arun Mallya, Ting-Chun Wang, Rafael Valle, Ming-Yu Liu

CoRR, 2022

Generative Modeling for Low Dimensional Speech Attributes with Neural Spline Flows.

Kevin J. Shih, Rafael Valle, Rohan Badlani, João Felipe Santos, Bryan Catanzaro

CoRR, 2022

One TTS Alignment to Rule Them All.

Rohan Badlani, Adrian Lancucki, Kevin J. Shih, Rafael Valle, Wei Ping, Bryan Catanzaro

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Character-based handwritten text transcription with attention networks.

Jason Poulos, Rafael Valle

Neural Comput. Appl., 2021

Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis.

Rafael Valle, Kevin J. Shih, Ryan Prenger, Bryan Catanzaro

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Mellotron: Multispeaker Expressive Voice Synthesis by Conditioning on Rhythm, Pitch and Global Style Tokens.

Rafael Valle, Jason Li, Ryan Prenger, Bryan Catanzaro

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Neural ODEs for Image Segmentation with Level Sets.

Rafael Valle, Fitsum A. Reda, Mohammad Shoeybi, Patrick LeGresley, Andrew Tao, Bryan Catanzaro

CoRR, 2019

Waveglow: A Flow-based Generative Network for Speech Synthesis.

Ryan Prenger, Rafael Valle, Bryan Catanzaro

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Visual Display and Retrieval of Music Information.

Rafael Valle

CoRR, 2018

TequilaGAN: How to easily identify GAN samples.

Rafael Valle, Wilson Cai, Anish Doshi

CoRR, 2018

Attacking Speaker Recognition With Deep Generative Models.

Wilson Cai, Anish Doshi, Rafael Valle

CoRR, 2018

Missing Data Imputation for Supervised Learning.

Jason Poulos, Rafael Valle

Appl. Artif. Intell., 2018

2017

Attention networks for image-to-text.

Jason Poulos, Rafael Valle

CoRR, 2017

2016

Specification Mining for Machine Improvisation with Formal Specifications.

Rafael Valle, Alexandre Donzé, Daniel J. Fremont, Ilge Akkaya, Sanjit A. Seshia, Adrian Freed, David Wessel

Comput. Entertain., 2016

Learning and Visualizing Music Specifications Using Pattern Graphs.

Rafael Valle, Daniel J. Fremont, Ilge Akkaya, Alexandre Donzé, Adrian Freed, Sanjit A. Seshia

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Control Improvisation with Probabilistic Temporal Specifications.

Ilge Akkaya, Daniel J. Fremont, Rafael Valle, Alexandre Donzé, Edward A. Lee, Sanjit A. Seshia

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

ABROA: Audio-Based Room-Occupancy Analysis Using Gaussian Mixtures and Hidden Markov Models.

Rafael Valle

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

2015

Symbolic Music Similarity Using Neuronal Periodicity and Dynamic Programming.

Rafael Valle, Adrian Freed

Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015

2014

Machine Improvisation with Formal Specifications.

Alexandre Donzé, Rafael Valle, Ilge Akkaya, Sophie Libkind, Sanjit A. Seshia, David Wessel

Proceedings of the Music Technology meets Philosophy, 2014

2013

Gradual control of harmonicity in the Context of frequency modulation.

Rafael Valle

Proceedings of the 39th International Computer Music Conference, 2013

Towards a Dynamic, Inclusive and Equalitarian Augmented Activity Space.

Rafael Valle

Proceedings of the 39th International Computer Music Conference, 2013

1993

Multi-protocol communications controller.

Juan Carlos Calderón, JoséRamón Salvador, Rafael Valle, Luis París, Carles Ferrer

Microprocess. Microprogramming, 1993