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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

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Showing 26–50 of 70 papers

TitleStatusHype
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature FusionCode1
Acoustic Scene Clustering Using Joint Optimization of Deep Embedding Learning and Clustering Iteration—0
Subspace-Configurable NetworksCode0
Novel features for the detection of bearing faults in railway vehicles—0
Human Behavior in the Time of COVID-19: Learning from Big Data—0
Content Adaptive Front End For Audio Classification—0
MYRiAD: A Multi-Array Room Acoustic DatabaseCode0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—0
High Fidelity Neural Audio CompressionCode4
A Unifying View on Blind Source Separation of Convolutive Mixtures based on Independent Component Analysis—0
Context-sensitive neocortical neurons transform the effectiveness and efficiency of neural information processing—0
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationCode1
Declipping of Speech Signals Using Frequency Selective Extrapolation—0
Bi-Sampling Approach to Classify Music Mood leveraging Raga-Rasa Association in Indian Classical Music—0
Manifold learning-supported estimation of relative transfer functions for spatial filtering—0
Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement—0
Blind Identification of State-Space Models in Physical Coordinates—0
Differentiable Signal Processing With Black-Box Audio EffectsCode1
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data—0
Visualization of Linear Operations in the Spherical Harmonics DomainCode0
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised DataCode1
L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingCode1
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music taggingCode0
A Survey on Deep Reinforcement Learning for Audio-Based Applications—0
Upsampling artifacts in neural audio synthesisCode1
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