Search Results - "Mel-Spectrogram"

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  1. 1

    Mel-MViTv2: Enhanced Speech Emotion Recognition With Mel Spectrogram and Improved Multiscale Vision Transformers by Kah Liang Ong, Chin Poo Lee, Heng Siong Lim, Kian Ming Lim, Ali Alqahtani

    Published in IEEE Access (2023-01-01)
    Subjects: “…mel spectrogram…”
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    Article


  2. 2

    Audio Conversion for Music Genre Classification Using Short-Time Fourier Transform and Inception V3 by DEWI ROSMALA, MOHAMMAD NOER FADHILAH

    Published in Jurnal Elkomika (2025-01-01)
    Subjects: “…mel spectrogram…”
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    Article


  3. 3

    Hearing vocals to recognize schizophrenia: speech discriminant analysis with fusion of emotions and features based on deep learning by Jie Huang, Yanli Zhao, Zhanxiao Tian, Wei Qu, Xia Du, Jie Zhang, Meng Zhang, Yunlong Tan, Zhiren Wang, Shuping Tan

    Published in BMC Psychiatry (2025-05-01)
    Subjects: “…Log-Mel spectrogram…”
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    Article


  4. 4

    Adversarial Attacks in Underwater Acoustic Target Recognition with Deep Learning Models by Sheng Feng, Xiaoqian Zhu, Shuqing Ma, Qiang Lan

    Published in Remote Sensing (2023-11-01)
    Subjects: “…Mel-spectrogram…”
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  5. 5

    On the Effect of Log-Mel Spectrogram Parameter Tuning for Deep Learning-Based Speech Emotion Recognition by Azamat Mukhamediya, Siamac Fazli, Amin Zollanvari

    Published in IEEE Access (2023-01-01)
    Subjects: “…Log-Mel spectrogram…”
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    Article


  6. 6

    Benchmarking Pretrained Models for Speech Emotion Recognition: A Focus on Xception by Ahmed Hassan, Tehreem Masood, Hassan A. Ahmed, H. M. Shahzad, Hafiz Muhammad Tayyab Khushi

    Published in Computers (2024-11-01)
    Subjects: “…Mel spectrogram…”
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    Article


  7. 7

    Road terrain recognition based on tire noise for autonomous vehicle by Dongsheng Yang, Dongmin Zhang, Yi Yuan, Zhaoyu Lei, Binlei Ding, Lei Bo

    Published in Scientific Reports (2024-12-01)
    Subjects: “…Mel spectrogram…”
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  8. 8

    Cognitive Load Assessment of Air Traffic Controller Based on SCNN-TransE Network Using Speech Data by Jing Yang, Hongyu Yang, Zhengyuan Wu, Xiping Wu

    Published in Aerospace (2023-06-01)
    Subjects: “…Mel spectrogram…”
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  9. 9

    Development on Deaf Support Application Based on Daily Sound Classification Using Image-based Deep Learning by Ji-Hee An, Na-Kyoung Koo, Ju-Hye Son, Hye-Min Joo, Seungdo Jeong

    Subjects: “…mel-spectrogram…”
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  10. 10

    Speech Emotion Recognition Using a Dual-Channel Complementary Spectrogram and the CNN-SSAE Neutral Network by Juan Li, Xueying Zhang, Lixia Huang, Fenglian Li, Shufei Duan, Ying Sun

    Published in Applied Sciences (2022-09-01)
    Subjects: “…Mel spectrogram…”
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    Article


  11. 11

    Diagnosis of epileptic seizures from electroencephalogram signals using log-Mel spectrogram and a deep learning CNN model by Beaudelaire Saha Tchinda, Daniel Tchiotsop, Laurent Chanel Djoufack Nkengfack, René Tchinda

    Published in Heliyon (2025-03-01)
    Subjects: “…Log-Mel spectrogram…”
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  12. 12

    Speech Emotion Recognition on MELD and RAVDESS Datasets Using CNN by Gheed T. Waleed, Shaimaa H. Shaker

    Published in Information (2025-06-01)
    Subjects: “…mel-spectrogram…”
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    Article


  13. 13

    Statistical Classification of Vehicle Interior Sound Through Upsampling-Based Augmentation and Correction Using 1D CNN and LSTM by Jinyoung Kim, Jongsoo Lee

    Published in IEEE Access (2022-01-01)
    Subjects: “…mel-spectrogram…”
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    Article


  14. 14

    Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music by Lekshmi Chandrika Reghunath, Rajeev Rajan

    Subjects: “…Mel-spectrogram…”
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  15. 15

    A voiceprint pattern recognition method of smoothing reactor based on CNN by HU Jingen, SHI Minglei, JIAO Chenhua, SHEN Zhengyuan

    Published in Zhejiang dianli (2023-03-01)
    Subjects: “…mel spectrogram…”
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    Article


  16. 16

    Presentation Attack Detection on Limited-Resource Devices Using Deep Neural Classifiers Trained on Consistent Spectrogram Fragments by Kacper Kubicki, Paweł Kapusta, Krzysztof Ślot

    Published in Sensors (2021-11-01)
    Subjects: “…mel-spectrogram…”
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    Article


  17. 17

    Detection of Abnormal Symptoms Using Acoustic-Spectrogram-Based Deep Learning by Seong-Yoon Kim, Hyun-Min Lee, Chae-Young Lim, Hyun-Woo Kim

    Published in Applied Sciences (2025-04-01)
    Subjects: “…Mel-spectrogram…”
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    Article


  18. 18

    High-Quality Text-to-Speech Implementation via Active Shallow Diffusion Mechanism by Junlin Deng, Ruihan Hou, Yan Deng, Yongqiu Long, Ning Wu

    Published in Sensors (2025-01-01)
    Subjects: “…mel-spectrogram…”
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    Article


  19. 19

    Leveraging Deep Learning for Fine-Grained Categorization of Parkinson’s Disease Progression Levels through Analysis of Vocal Acoustic Patterns by Hadi Sedigh Malekroodi, Nuwan Madusanka, Byeong-il Lee, Myunggi Yi

    Published in Bioengineering (2024-03-01)
    Subjects: “…mel spectrogram…”
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    Article


  20. 20

    Research on automatic assessment of the severity of unilateral vocal cord paralysis based on Mel-spectrogram and convolutional neural networks by Shuaichi Ma, Wenwen Liao, Yi Zhang, Fan Zhang, Yimiao Wang, Zhiyan Lu, Chen Zhao, Jianbo Yu, Peijie He

    Published in BioMedical Engineering OnLine (2025-06-01)
    Subjects: “…Mel-spectrogram…”
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    Article


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