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20162026
most citedCompression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training

11 citations · 25 across the 11 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.SD2022

Federated Self-Supervised Learning for Acoustic Event Classification

Meng Feng, Chieh-Chi Kao, Qingming Tang +4

Standard acoustic event classification (AEC) solutions require large-scale collection of data from client devices for model optimization. Federated learning (FL) is a compelling fr…

cs.CL2022★ 1 cited

Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition

Ayoub Ghriss, Bo Yang, Viktor Rozgic +2

We propose a novel multi-task pre-training method for Speech Emotion Recognition (SER). We pre-train SER model simultaneously on Automatic Speech Recognition (ASR) and sentiment cl…