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Deep Scalogram Representations for Acoustic Scene Classification

Zhao Ren Kun Qian Zixing Zhang Vedhas Pandit Alice Baird Bj(o)rn Schuller

自动化学报（英文版）2018，Vol.5Issue(3)：662-669,8.

自动化学报（英文版）2018，Vol.5Issue(3)：662-669,8.DOI:10.1109/JAS.2018.7511066

Deep Scalogram Representations for Acoustic Scene Classification

Zhao Ren ¹Kun Qian ²Zixing Zhang ³Vedhas Pandit ⁴Alice Baird ¹Bj(o)rn Schuller¹

作者信息

1. Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany
2. Machine Intelligence and Signal Processing Group,Technische Universit(a)t München, Germany
3. ZD.B Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany
4. Group on Language, Audio and Music(GLAM),Imperial College London, UK
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摘要

关键词

Acoustic scene classification (ASC)/(bidirectional) gated recurrent neural networks ((B) GRNNs)/convolutional neural networks (CNNs)/deep scalogram representation/spectrogram representation

Key words

Acoustic scene classification (ASC)/(bidirectional) gated recurrent neural networks ((B) GRNNs)/convolutional neural networks (CNNs)/deep scalogram representation/spectrogram representation

引用本文复制引用

Zhao Ren,Kun Qian,Zixing Zhang,Vedhas Pandit,Alice Baird,Bj(o)rn Schuller..Deep Scalogram Representations for Acoustic Scene Classification[J].自动化学报（英文版）,2018,5(3):662-669,8.

基金项目

This work was supported by the German National BMBF IKT2020-Grant (16SV7213) (EmotAsS),the European-Unions Horizon 2020 Research and Innovation Programme (688835) (DE-ENIGMA),and the China Scholarship Council (CSC). （16SV7213）

自动化学报（英文版）

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ISSN：2329-9266

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