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cs.CL2025
What do Speech Foundation Models Learn? Analysis and Applications
Ankita Pasad
Speech foundation models (SFMs) are designed to serve as general-purpose representations for a wide range of speech-processing tasks. The last five years have seen an influx of inc…
cs.CL2025★ 1 cited
Training and Inference Efficiency of Encoder-Decoder Speech Models
Piotr Żelasko, Kunal Dhawan, Daniel Galvez +7
Attention encoder-decoder model architecture is the backbone of several recent top performing foundation speech models: Whisper, Seamless, OWSM, and Canary-1B. However, the reporte…