Aviv Navon

Musée d'Orsay — France

Computer Science · Physical Sciences

8h-index234citations31works0.92yr avg
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Research Topics

Speech Recognition and Synthesis(7), Domain Adaptation and Few-Shot Learning(5), Speech and Audio Processing(4), Music and Audio Processing(4), Machine Learning and Data Classification(4)

Publications31 total

Drax: Speech Recognition with Discrete Flow Matching
arXiv (Cornell University)·2025Open Access
FlowTSE: Target Speaker Extraction with Flow Matching
2025
GradMetaNet: An Equivariant Architecture for Learning on Gradients
arXiv (Cornell University)·2025Open Access
UmbraTTS: Adapting Text-to-Speech to Environmental Contexts with Flow Matching
arXiv (Cornell University)·2025Open Access
FlowTSE: Target Speaker Extraction with Flow Matching
arXiv (Cornell University)·2025Open Access
Whisper in Medusa’s Ear: Multi-head Efficient Decoding for Transformer-based ASR
2025· 2 cited
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization
ArXiv.org·2025Open Access
Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR
arXiv (Cornell University)·2024Open Access
WhisperNER: Unified Open Named Entity and Speech Recognition
arXiv (Cornell University)·2024· 1 citedOpen Access
Keyword-Guided Adaptation of Automatic Speech Recognition
2024
Keyword-Guided Adaptation of Automatic Speech Recognition
arXiv (Cornell University)·2024Open Access
Open-Vocabulary Keyword-Spotting with Adaptive Instance Normalization
2024· 9 cited
Multi Task Inverse Reinforcement Learning for Common Sense Reward
arXiv (Cornell University)·2024Open Access
Improved Generalization of Weight Space Networks via Augmentations
arXiv (Cornell University)·2024· 1 citedOpen Access
Data Augmentations in Deep Weight Spaces
arXiv (Cornell University)·2023Open Access
Combining Language Models For Specialized Domains: A Colorful Approach
arXiv (Cornell University)·2023Open Access
Equivariant Deep Weight Space Alignment
arXiv (Cornell University)·2023Open Access
Open-vocabulary Keyword-spotting with Adaptive Instance Normalization
arXiv (Cornell University)·2023Open Access
Learning Discrete Weights and Activations Using the Local Reparameterization Trick
arXiv (Cornell University)·2023· 1 citedOpen Access
Auxiliary Learning as an Asymmetric Bargaining Game
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Aviv Shamsian(26), Ethan Fetaya(19), Gal Chechik(15), Joseph Keshet(12), Neta Glazer(11), Gill Hetz(8), Idan Achituve(7), Haggai Maron(7), Yael Segal(3), Menachem Pirchi(3), Yael Segal-Feldman(3), Gil Hetz(3), Kenji Kawaguchi(2), Yochai Yemini(2), David W. Zhang(2), Eyal Betzalel(1), Coby Penso(1), Guy Berger(1), Gil Ayache(1), Yan Zhang(1)