Joint knowledge distillation and quantization reduces AED model size to 2% of the teacher while lowering error rate by 15%.
Experimental Setting Data The dataset we use is a subset from Audioset [25], which contains a large amount of 10-second audio clips
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Compression of Acoustic Event Detection Models With Quantized Distillation
Joint knowledge distillation and quantization reduces AED model size to 2% of the teacher while lowering error rate by 15%.