AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Robust Phonocardiogram Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Siddiqui, Md. Saiful Bari, Saha, Utsab |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding
by: Wang, Ziqian, et al.
Published: (2025)
by: Wang, Ziqian, et al.
Published: (2025)
Low-Complexity Neural Wind Noise Reduction for Audio Recordings
by: Eftekhari, Hesam, et al.
Published: (2025)
by: Eftekhari, Hesam, et al.
Published: (2025)
Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing
by: Meng, Hanyu, et al.
Published: (2025)
by: Meng, Hanyu, et al.
Published: (2025)
Align-ULCNet: Towards Low-Complexity and Robust Acoustic Echo and Noise Reduction
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Learning Temporal Resolution in Spectrogram for Audio Classification
by: Liu, Haohe, et al.
Published: (2022)
by: Liu, Haohe, et al.
Published: (2022)
A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features
by: Monge-Alvarez, Jesús, et al.
Published: (2024)
by: Monge-Alvarez, Jesús, et al.
Published: (2024)
Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio
by: Abbott, Leigh, et al.
Published: (2024)
by: Abbott, Leigh, et al.
Published: (2024)
Aliasing-Free Neural Audio Synthesis
by: Gu, Yicheng, et al.
Published: (2025)
by: Gu, Yicheng, et al.
Published: (2025)
Audio signal interpolation using optimal transportation of spectrograms
by: Valdivia, David, et al.
Published: (2025)
by: Valdivia, David, et al.
Published: (2025)
Significance of Chirp MFCC as a Feature in Speech and Audio Applications
by: Joysingh, S. Johanan, et al.
Published: (2024)
by: Joysingh, S. Johanan, et al.
Published: (2024)
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection
by: Ahmadiadli, Yasaman, et al.
Published: (2025)
by: Ahmadiadli, Yasaman, et al.
Published: (2025)
Interpolation Filter Design for Sample Rate Independent Audio Effect RNNs
by: Carson, Alistair, et al.
Published: (2024)
by: Carson, Alistair, et al.
Published: (2024)
Sample Rate Independent Recurrent Neural Networks for Audio Effects Processing
by: Carson, Alistair, et al.
Published: (2024)
by: Carson, Alistair, et al.
Published: (2024)
Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification
by: Sondermann, Martin, et al.
Published: (2025)
by: Sondermann, Martin, et al.
Published: (2025)
Do Music Source Separation Models Preserve Spatial Information in Binaural Audio?
by: Namballa, Richa, et al.
Published: (2025)
by: Namballa, Richa, et al.
Published: (2025)
Audio Compression using Periodic Gabor with Biorthogonal Exchange: Implementation Using the Zak Transform
by: Alimi, Roger, et al.
Published: (2025)
by: Alimi, Roger, et al.
Published: (2025)
SoundSpring: Loss-Resilient Audio Transceiver with Dual-Functional Masked Language Modeling
by: Yao, Shengshi, et al.
Published: (2025)
by: Yao, Shengshi, et al.
Published: (2025)
A Survey of Advancing Audio Super-Resolution and Bandwidth Extension from Discriminative to Generative Models
by: Yang, Ningyuan, et al.
Published: (2026)
by: Yang, Ningyuan, et al.
Published: (2026)
Learning Perceptually Relevant Temporal Envelope Morphing
by: Dixit, Satvik, et al.
Published: (2025)
by: Dixit, Satvik, et al.
Published: (2025)
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Automatic Voice Classification Of Autistic Subjects
by: Vacca, Jessica, et al.
Published: (2024)
by: Vacca, Jessica, et al.
Published: (2024)
Compressing Quaternion Convolutional Neural Networks for Audio Classification
by: Singh, Arshdeep, et al.
Published: (2025)
by: Singh, Arshdeep, et al.
Published: (2025)
FasTUSS: Faster Task-Aware Unified Source Separation
by: Paissan, Francesco, et al.
Published: (2025)
by: Paissan, Francesco, et al.
Published: (2025)
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
by: Liao, Yuan, et al.
Published: (2025)
by: Liao, Yuan, et al.
Published: (2025)
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
by: Latifi, Seyed Amir, et al.
Published: (2024)
by: Latifi, Seyed Amir, et al.
Published: (2024)
Speech-Declipping Transformer with Complex Spectrogram and Learnerble Temporal Features
by: Kwon, Younghoo, et al.
Published: (2024)
by: Kwon, Younghoo, et al.
Published: (2024)
Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model
by: Delgado, Pablo M., et al.
Published: (2024)
by: Delgado, Pablo M., et al.
Published: (2024)
Evaluating the Temporal Detection Capability of Integrated Gradients Applied on Sound Classifier
by: Dumpis, Martynas, et al.
Published: (2026)
by: Dumpis, Martynas, et al.
Published: (2026)
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification
by: Ronchini, Francesca, et al.
Published: (2025)
by: Ronchini, Francesca, et al.
Published: (2025)
Comparison of Classification Algorithms for COVID19 Detection using Cough Acoustic Signals
by: Erdoğan, Yunus Emre, et al.
Published: (2022)
by: Erdoğan, Yunus Emre, et al.
Published: (2022)
Self-Tuning Spectral Clustering for Speaker Diarization
by: Raghav, Nikhil, et al.
Published: (2024)
by: Raghav, Nikhil, et al.
Published: (2024)
Adaptive Diagonal Loading using Krylov Subspaces for Robust Beamforming
by: Mittal, Manan, et al.
Published: (2026)
by: Mittal, Manan, et al.
Published: (2026)
Continuous Speech Tokens Makes LLMs Robust Multi-Modality Learners
by: Yuan, Ze, et al.
Published: (2024)
by: Yuan, Ze, et al.
Published: (2024)
Enhancing Anti-spoofing Countermeasures Robustness through Joint Optimization and Transfer Learning
by: Wang, Yikang, et al.
Published: (2024)
by: Wang, Yikang, et al.
Published: (2024)
UniverSR: Unified and Versatile Audio Super-Resolution via Vocoder-Free Flow Matching
by: Choi, Woongjib, et al.
Published: (2025)
by: Choi, Woongjib, et al.
Published: (2025)
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling
by: Chen, Xiaodan, et al.
Published: (2025)
by: Chen, Xiaodan, et al.
Published: (2025)
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, et al.
Published: (2024)
Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations
by: Huang, Kuan-Tang, et al.
Published: (2026)
by: Huang, Kuan-Tang, et al.
Published: (2026)
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer
by: Liu, Huadai, et al.
Published: (2023)
by: Liu, Huadai, et al.
Published: (2023)
A Robust Method for Pitch Tracking in the Frequency Following Response using Harmonic Amplitude Summation Filterbank
by: Sadeghkhani, Sajad, et al.
Published: (2025)
by: Sadeghkhani, Sajad, et al.
Published: (2025)
Similar Items
-
U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding
by: Wang, Ziqian, et al.
Published: (2025) -
Low-Complexity Neural Wind Noise Reduction for Audio Recordings
by: Eftekhari, Hesam, et al.
Published: (2025) -
Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing
by: Meng, Hanyu, et al.
Published: (2025) -
Align-ULCNet: Towards Low-Complexity and Robust Acoustic Echo and Noise Reduction
by: Shetu, Shrishti Saha, et al.
Published: (2024) -
Learning Temporal Resolution in Spectrogram for Audio Classification
by: Liu, Haohe, et al.
Published: (2022)