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cs.CL2026
Multilingual Word-Level Forced Alignment with Self-Supervised Representations and Learned Dynamic Programming
Roy Weber, Meidan Zehavi, Rotem Rousso +1
We present a method for accurate multilingual word-level forced alignment, consisting of an alignment encoder and a learned alignment decoder. The encoder integrates two representa…
cs.CL2026
How Does a Deep Neural Network Look at Lexical Stress in English Words?
Itai Allouche, Itay Asael, Rotem Rousso +5
Despite their success in speech processing, neural networks often operate as black boxes, prompting the question: what informs their decisions, and how can we interpret them? This…