SOTAVerified

Audio Signal Processing

This is a general task that covers transforming audio inputs into audio outputs, not limited to existing PaperWithCode categories of Source Separation, Denoising, Classification, Recognition, etc.

Papers

Showing 125 of 70 papers

TitleStatusHype
DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models0
TorchFX: A modern approach to Audio DSP with PyTorch and GPU accelerationCode2
Sound Field Estimation: Theories and Applications0
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement0
Comparative Analysis of Mel-Frequency Cepstral Coefficients and Wavelet Based Audio Signal Processing for Emotion Detection and Mental Health Assessment in Spoken Speech0
Detecting abnormal heart sound using mobile phones and on-device IConNet0
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
Blind Localization of Early Room Reflections with Arbitrary Microphone Array0
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic EnvironmentsCode0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN0
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal SegmentationCode1
AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations0
Comparative Study of State-based Neural Networks for Virtual Analog Audio Effects Modeling0
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality0
A Survey on Data Augmentation in Large Model EraCode2
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing AidsCode1
Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal TransportCode1
Study of speaker localization under dynamic and reverberant environments0
HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks0
Neural Harmonium: An Interpretable Deep Structure for Nonlinear Dynamic System Identification with Application to Audio Processing0
Speaker localization using direct path dominance test based on sound field directivity0
Audio signal based danger detection using signal processing and deep learningCode0
Instabilities in Convnets for Raw AudioCode0
Neural Architectures Learning Fourier Transforms, Signal Processing and Much More....0
Compositional nonlinear audio signal processing with Volterra series0
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