Eliya Nachmani

Orcid: 0000-0003-4220-5672

According to our database1, Eliya Nachmani authored at least 36 papers between 2016 and 2024.

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Bibliography

2024
Harnessing the flexibility of neural networks to predict dynamic theoretical parameters underlying human choice behavior.
PLoS Comput. Biol., January, 2024

SimulTron: On-Device Simultaneous Speech to Speech Translation.
CoRR, 2024

Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Translatotron 3: Speech to Speech Translation with Monolingual Data.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
LMs with a Voice: Spoken Language Modeling beyond Speech Tokens.
CoRR, 2023

Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation.
CoRR, 2023

kNN-Diffusion: Image Generation via Large-Scale Retrieval.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Decision S4: Efficient Sequence-Based RL via State Spaces Layers.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Neural Decoding With Optimization of Node Activations.
IEEE Commun. Lett., 2022

A-Muze-Net: Music Generation by Composing the Harmony Based on the Generated Melody.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

SepIt: Approaching a Single Channel Speech Separation Bound.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021
SAGRNN: Self-Attentive Gated RNN For Binaural Speaker Separation With Interaural Cue Preservation.
IEEE Signal Process. Lett., 2021

SegDiff: Image Segmentation with Diffusion Probabilistic Models.
CoRR, 2021

Zero-Shot Translation using Diffusion Models.
CoRR, 2021

Denoising Diffusion Gamma Models.
CoRR, 2021

Non Gaussian Denoising Diffusion Models.
CoRR, 2021

Noise Estimation for Generative Diffusion Models.
CoRR, 2021

Autoregressive Belief Propagation for Decoding Block Codes.
CoRR, 2021

Many-Speakers Single Channel Speech Separation with Optimal Permutation Training.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Recovering AES Keys with a Deep Cold Boot Attack.
Proceedings of the 38th International Conference on Machine Learning, 2021

Single Channel Voice Separation for Unknown Number of Speakers Under Reverberant and Noisy Settings.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Molecule Property Prediction and Classification with Graph Hypernetworks.
CoRR, 2020

Voice Separation with an Unknown Number of Multiple Speakers.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Gated Hypernet Decoder for Polar Codes.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Hyper-Graph-Network Decoders for Block Codes.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Unsupervised Singing Voice Conversion.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Unsupervised Polyglot Text-to-speech.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Deep Learning Methods for Improved Decoding of Linear Codes.
IEEE J. Sel. Top. Signal Process., 2018

Near Maximum Likelihood Decoding with Deep Learning.
CoRR, 2018

Fitting New Speakers Based on a Short Untranscribed Sample.
Proceedings of the 35th International Conference on Machine Learning, 2018

VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Voice Synthesis for in-the-Wild Speakers via a Phonological Loop.
CoRR, 2017

RNN Decoding of Linear Block Codes.
CoRR, 2017

2016
Learning to decode linear codes using deep learning.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016


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