Eliya Nachmani
15 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π€
Dynamic Duo
(11)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(63)
Top co-authors
Research topics
Deep Learning
(12)
Machine Learning
(11)
Models
(7)
Architectures
(6)
Artificial Intelligence
(5)
Speech & Audio
(5)
Core AI
(5)
Core Methods
(5)
Synthesis
(5)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Keywords
speech separation
(4)
source separation
(3)
speech synthesis
(3)
diffusion model
(3)
speaker adaptation
(2)
state space model
(2)
neural network
(2)
voice cloning
(2)
long-range dependency
(2)
embedding learning
(1)
cross-modal learning
(1)
language modeling
(1)
working memory
(1)
text-to-image generation
(1)
belief propagation
(1)
zero-shot learning
(1)
off-policy learning
(1)
speech recognition
(1)
iterative estimation
(1)
mutual information
(1)
Papers
Differential Mamba
IJCNLP 2025
Zero-Shot Mono-to-Binaural Speech Synthesis
Interspeech 2025
Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation
ICLR 2024
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
ICLR 2024
Decision S4: Efficient Sequence-Based RL via State Spaces Layers
ICLR 2023
kNN-Diffusion: Image Generation via Large-Scale Retrieval
ICLR 2023
SepIt: Approaching a Single Channel Speech Separation Bound
Interspeech 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models
Interspeech 2022
Many-Speakers Single Channel Speech Separation with Optimal Permutation Training
Interspeech 2021
Recovering AES Keys with a Deep Cold Boot Attack
ICML 2021
Voice Separation with an Unknown Number of Multiple Speakers
ICML 2020
Hyper-Graph-Network Decoders for Block Codes
NeurIPS 2019
Unsupervised Singing Voice Conversion
Interspeech 2019
Fitting New Speakers Based on a Short Untranscribed Sample
ICML 2018
VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop
ICLR 2018