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eess.AS2025★ 1 cited
Robust Speech Recognition with Schrödinger Bridge-Based Speech Enhancement
Rauf Nasretdinov, Roman Korostik, Ante Jukić
In this work, we investigate application of generative speech enhancement to improve the robustness of ASR models in noisy and reverberant conditions. We employ a recently-proposed…
eess.AS2022★ 2 cited
Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition
Andrei Andrusenko, Rauf Nasretdinov, Aleksei Romanenko
Optimization of modern ASR architectures is among the highest priority tasks since it saves many computational resources for model training and inference. The work proposes a new U…