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Keyword

Mel spectrogram

Description: A time-frequency representation of audio that maps spectral energy onto the mel scale, used in audio analysis and classification.
OpenAlex ID: keywords/mel-spectrogram
3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition
2018 · Mingyi Chen, Xuanji He, et al. · IEEE Signal Processing Letters · 503
Emotion recognition using deep learning approach from audio–visual emotional big data
2018 · M. Shamim Hossain, Ghulam Muhammad · Information Fusion · 453
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning
2020 · Jyotibdha Acharya, Arindam Basu · IEEE Transactions on Biomedical Circuits and Systems · 240
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Automatic tagging using deep convolutional neural networks
2016 · Choi, Keunwoo, Fazekas, George, et al. · arXiv (Cornell University) · 226
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ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023 · 204
A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection
2018 · Baris Bozkurt, Ioannis Germanakis, et al. · Computers in Biology and Medicine · 203
Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease
2021 · Arpan Srivastava, Sonakshi Jain, et al. · PeerJ Computer Science · 198
Multi-Band Melgan: Faster Waveform Generation For High-Quality Text-To-Speech
2021 · Geng Yang, Shan Yang, et al. · IEEE Spoken Language Technology Workshop (SLT) · 197
Spectral images based environmental sound classification using CNN with meaningful data augmentation
2020 · Zohaib Mushtaq, Shun-Feng Su, et al. · Applied Acoustics · 188
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition
2020 · Yang, Chao-Han Huck, Qi, Jun, et al. · arXiv (Cornell University) · 179
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Environmental sound classification using a regularized deep convolutional neural network with data augmentation
2020 · Zohaib Mushtaq, Shun-Feng Su · Applied Acoustics · 177
Speech Emotion Recognition with Dual-Sequence LSTM Architecture
2020 · Jianyou Wang, Michael Xue, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 162
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Audio-visual emotion fusion (AVEF): A deep efficient weighted approach
2018 · Yaxiong Ma, Yixue Hao, et al. · Information Fusion · 155
Speech emotion recognition using fusion of three multi-task learning-based classifiers: HSF-DNN, MS-CNN and LLD-RNN
2020 · Zengwei Yao, Zihao Wang, et al. · Speech Communication · 152
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Investigation of Different CNN-Based Models for Improved Bird Sound Classification
2019 · Jie Xie, Kai Hu, et al. · IEEE Access · 142
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End-to-end deep learning approach for Parkinson’s disease detection from speech signals
2022 · Changqin Quan, Kang Ren, et al. · Journal of Applied Biomedicine · 135
A Deep Learning Framework for Audio Deepfake Detection
2021 · Janavi Khochare, Chaitali Joshi, et al. · Arabian Journal for Science and Engineering · 130
Two-Way Feature Extraction for Speech Emotion Recognition Using Deep Learning
2022 · Apeksha Aggarwal, Akshat Srivastava, et al. · Sensors · 117
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Music instrument recognition using deep convolutional neural networks
2019 · Arun Solanki, Sachin Pandey · International Journal of Information Technology · 117
Parkinson’s detection based on combined CNN and LSTM using enhanced speech signals with Variational mode decomposition
2021 · Mehmet Bilal Er, Esme Isik, et al. · Biomedical Signal Processing and Control · 114
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Two convolutional neural networks for bird detection in audio signals
2017 · Thomas Grill, Jan Schluter · European Signal Processing Conference (EUSIPCO) · 107
Deep Learning Techniques for Speech Emotion Recognition: A Review
2019 · Sandeep Kumar Pandey, H. S. Shekhawat, et al. · International Conference Radioelektronika · 106
Improving word accuracy with Gabor feature extraction
2002 · Michael Kleinschmidt, David Gelbart · International Conference on Spoken Language Processing (ICSLP) · 103
Drill Fault Diagnosis Based on the Scalogram and Mel Spectrogram of Sound Signals Using Artificial Intelligence
2020 · Thanh Tran, Jan Lundgren · IEEE Access · 95
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Multi-channel spectrograms for speech processing applications using deep learning methods
2020 · T. Arias-Vergara, P. Klumpp, et al. · Pattern Analysis and Applications · 94
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Works count: 2,766
Citation count: 18,160
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