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cs.CL2025
Dynamic Acoustic Model Architecture Optimization in Training for ASR
Jingjing Xu, Zijian Yang, Albert Zeyer +3
Architecture design is inherently complex. Existing approaches rely on either handcrafted rules, which demand extensive empirical expertise, or automated methods like neural archit…
cs.CL2025
Efficient Supernet Training with Orthogonal Softmax for Scalable ASR Model Compression
Jingjing Xu, Eugen Beck, Zijian Yang +1
ASR systems are deployed across diverse environments, each with specific hardware constraints. We use supernet training to jointly train multiple encoders of varying sizes, enablin…