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eess.AS2026
Fully Differentiable Neural Forced Alignment via Soft Dynamic Programming
Rotem Rousso, Eyal Cohen, Joseph Keshet
Recent advances in sequence modeling have significantly improved ASR systems, bringing them close to human-level recognition accuracy and enhancing robustness across diverse acoust…
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…