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cs.SD2025★ 4 cited
FAST: Fast Audio Spectrogram Transformer
Anugunj Naman, Gaibo Zhang
In audio classification, developing efficient and robust models is critical for real-time applications. Inspired by the design principles of MobileViT, we present FAST (Fast Audio…
cs.SD2021★ 12 cited
Fixed-MAML for Few Shot Classification in Multilingual Speech Emotion Recognition
Anugunj Naman, Chetan Sinha, Liliana Mancini
In this paper, we analyze the feasibility of applying few-shot learning to speech emotion recognition task (SER). The current speech emotion recognition models work exceptionally w…