Amit Roth

Amit Roth

PhD Student · Tel Aviv University

I am a PhD student at Tel Aviv University, advised by Yonathan Efroni. I have broad interests in agentic AI and large language models. My current research focuses on studying reward hacking in LLM-based agents. Before that, I researched text-to-speech and speech language models at HUJI.

Publications

2026

Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale

Amit Roth, Ankur Samanta, Matan Halevy, Yoav Levine, Yonathan Efroni

2025

Scaling Analysis of Interleaved Speech-Text Language Models

CoLM 2025

Gallil Maimon, Michael Hassid, Amit Roth, Yossi Adi

2025

SALMON: A Suite for Acoustic Language Model Evaluation

ICASSP 2025

Gallil Maimon*, Amit Roth*, Yossi Adi

2024

HebDB: A Weakly Supervised Dataset for Hebrew Speech Processing

Interspeech 2024

Arnon Turetzky, Or Tal, Yael Segal-Feldman, Yehoshua Dissen, Ella Zeldes, Amit Roth, Eyal Cohen, Yosi Shrem, Bronya R. Chernyak, Olga Seleznova, Joseph Keshet, Yossi Adi

2024

A Language Modeling Approach to Diacritic-Free Hebrew TTS

Interspeech 2024

Amit Roth, Arnon Turetzky, Yossi Adi