Search Results - "log-Melspectrogram"

A Symphony of Sentiments using Log-Melspectrogram Techniques for Emotional Classification

Authors: Eshika Jain Kanwarpartap Singh Gill Mukesh Kumar et al.

Source: 2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT). :825-829

Emotional Resonance Unleashed by exploring Novel Audio Classification Techniques with Log- Melspectrogram Augmentation

Authors: Muskan Agarwal Deepak Upadhyay Kanwarpartap Singh Gill et al.

Source: 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0. :1-5

Harmonizing Emotions: A Novel Approach to Audio Emotion Classification using Log-Melspectrogram with Augmentation

Authors: Muskan Agarwal Kanwarpartap Singh Gill Nitin Thapliyal et al.

Source: 2024 International Conference on Communication, Computing and Internet of Things (IC3IoT). :1-4

Violin Artist Identification by Analyzing Raga-vistaram Audio

Authors: Ramlal, Nandakishor

Subject Terms: Artist identification, Music information retrieval, Deep Learning, Convolutional Neural Network, Convolutional Recurrent Neural Network, Embeddings, log-Melspectrogram, Artistidentifiering, återhämtning av musikinformation, Inbäddningar, log-Melspektrogram, Computer and Information Sciences, Data- och informationsvetenskap

File Description: application/pdf

Relation: TRITA-EECS-EX ; 2023:39

Availability: http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-325528

A Robust and Efficient Workflow for Heart Valve Disease Detection from PCG Signals: Integrating WCNN, MFCC Optimization, and Signal Quality Evaluation.

Authors: Lai, Shin-Chi Chang, Yen-Ching Hung, Ying-Hsiu et al.

Source: Sensors (14248220); Nov2025, Vol. 25 Issue 21, p6562, 39p

Subject Terms: HEART valve diseases, CONVOLUTIONAL neural networks, FEATURE extraction, MATHEMATICAL optimization, HEART sounds, REAL-time computing, SIGNAL processing

Anomaly detection of aerodynamic noise from wind turbine blades based on the CNN–LSTM–AS–UNet model.

Authors: Li, Hao Xi, Yibo Chen, Hao et al.

Source: Journal of Civil Structural Health Monitoring; Oct2025, Vol. 15 Issue 7, p3063-3078, 16p

Authentication of intended speech as part of an enrollment process

Multitask Transformer for Cross-Corpus Speech Emotion Recognition.

Authors: Ahn, Chung-Soo Rana, Rajib Busso, Carlos et al.

Source: IEEE Transactions on Affective Computing; Jul-Sep2025, Vol. 16 Issue 3, p1581-1591, 11p

Health Monitoring of Industrial machines using Scene-Aware Threshold Selection

Authors: Singh, Arshdeep Arvind, Raju Rajan, Padmanabhan

Index Terms: Computer Science - Sound, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Audio and Speech Processing, Electrical Engineering and Systems Science - Signal Processing, text

URL: http://arxiv.org/abs/2111.10897

Real-time active-learning method for audio-based anomalous event identification and rare events classification for audio events detection.

Authors: Iqbal, Farkhund Abbasi, Ahmed Almadhor, Ahmad et al.

Source: Frontiers in Computer Science; 2025, p1-14, 14p

A Residual Multi-Scale Convolutional Neural Network With Transformers for Speech Emotion Recognition.

Authors: Yan, Tianhao Meng, Hao Parada-Cabaleiro, Emilia et al.

Source: IEEE Transactions on Affective Computing; Apr-Jun2025, Vol. 16 Issue 2, p915-932, 18p

Speech based detection of Alzheimer’s disease: a survey of AI techniques, datasets and challenges.

Authors: Ding, Kewen Chetty, Madhu Noori Hoshyar, Azadeh et al.

Source: Artificial Intelligence Review; Dec2024, Vol. 57 Issue 12, p1-43, 43p

GCE: An Audio-Visual Dataset for Group Cohesion and Emotion Analysis.

Authors: Lim, Eunchae Ho, Ngoc-Huynh Pant, Sudarshan et al.

Source: Applied Sciences (2076-3417); Aug2024, Vol. 14 Issue 15, p6742, 21p

Subject Terms: AFFECTIVE forecasting (Psychology), SOCIAL cohesion, PSYCHOLOGY students, GRADUATE students, EMOTIONS, IMAGE fusion

A dense layer model for cognitive emotion recognition with feature representation.

Authors: Yuvaraj, S. Vijay Franklin, J.

Source: Journal of Intelligent & Fuzzy Systems; 2023, Vol. 45 Issue 5, p8989-9005, 17p

Subject Terms: EMOTION recognition, CONVOLUTIONAL neural networks, AFFECTIVE forecasting (Psychology), DEEP learning, FEATURE extraction, PROSODIC analysis (Linguistics)

Enabling Real-Time On-Chip Audio Super Resolution for Bone-Conduction Microphones.

Authors: Li, Yuang Wang, Yuntao Liu, Xin et al.

Source: Sensors (14248220); Jan2023, Vol. 23 Issue 1, p35, 19p

Subject Terms: MICROPHONES, SPEECH processing systems, AUTOMATIC speech recognition, SOUND systems, SPEECH

Multimodal interaction enhanced representation learning for video emotion recognition.

Authors: Xiaohan Xia Yong Zhao Dongmei Jiang

Source: Frontiers in Neuroscience; 12/19/2022, Vol. 16, p01-15, 15p, 4 Diagrams, 5 Charts, 2 Graphs

Sound Classification and Processing of Urban Environments: A Systematic Literature Review.

Authors: Nogueira, Ana Filipa Rodrigues Oliveira, Hugo S. Machado, José J. M. et al.

Source: Sensors (14248220); Nov2022, Vol. 22 Issue 22, p8608, 30p

Subject Terms: DATA augmentation, DEEP learning, ECOLOGY, SMART cities, SOUNDS

基于多分辨率特征和时频注意力的环境声音分类. (Chinese)

Alternate Title: Environmental sound classification based on multi-resolution features and time-frequency attention. (English)

Authors: 刘 慧 李小霞 何宏森

Source: Application Research of Computers / Jisuanji Yingyong Yanjiu; Dec2021, Vol. 38 Issue 12, p3569-3573, 5p

Subject Terms: CONVOLUTIONAL neural networks, SPECTROGRAMS, LINEAR complementarity problem, NOISE

End-to-end speech emotion recognition using a novel context-stacking dilated convolution neural network.

Authors: Tang, Duowei Kuppens, Peter Geurts, Luc et al.

Source: EURASIP Journal on Audio Speech & Music Processing; 5/12/2021, Vol. 2021 Issue 1, p1-16, 16p

Subject Terms: CONVOLUTIONAL neural networks, EMOTION recognition, RECURRENT neural networks, EMOTIONS, PARALLEL processing

TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings.

Authors: Ting-Wei Su Yuan-Ping Chen Li Su et al.

Source: International Society for Music Information Retrieval Conference Proceedings; 2019, p15-28, 14p

Subject Terms: MUSICAL analysis, GUITAR playing, SIGNAL processing, MUSICAL performance