Acoustic Features Fusion using Attentive Multi-channel Deep Architecture

Gaurav Bhatt
Gaurav Bhatt
Akshita Gupta
Akshita Gupta

arXiv: Sound, Volume abs/1811.00936, 2018.

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Abstract:

In this paper, we present a novel deep fusion architecture for audio classification tasks. The multi-channel model presented is formed using deep convolution layers where different acoustic features are passed through each channel. To enable dissemination of information across the channels, we introduce attention feature maps that aid in ...More

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