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

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Showing 26–50 of 70 papers

TitleStatusHype
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music taggingCode0
HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks—0
Human Behavior in the Time of COVID-19: Learning from Big Data—0
Low-rankness of Complex-valued Spectrogram and Its Application to Phase-aware Audio Processing—0
Low-Rank Time-Frequency Synthesis—0
Manifold learning-supported estimation of relative transfer functions for spatial filtering—0
Neural Architectures Learning Fourier Transforms, Signal Processing and Much More....—0
Neural Harmonium: An Interpretable Deep Structure for Nonlinear Dynamic System Identification with Application to Audio Processing—0
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation—0
Nonnegative Matrix Factorization with Transform Learning—0
Novel features for the detection of bearing faults in railway vehicles—0
Operator-valued Kernels for Learning from Functional Response Data—0
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality—0
Practical Hidden Voice Attacks against Speech and Speaker Recognition Systems—0
Private Speech Classification with Secure Multiparty Computation—0
Sound Field Estimation: Theories and Applications—0
Utterance Clustering Using Stereo Audio Channels—0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—0
Study of speaker localization under dynamic and reverberant environments—0
Speaker localization using direct path dominance test based on sound field directivity—0
Content Adaptive Front End For Audio Classification—0
Acoustic Scene Clustering Using Joint Optimization of Deep Embedding Learning and Clustering Iteration—0
A Review of Audio Features and Statistical Models Exploited for Voice Pattern Design—0
A Survey on Deep Reinforcement Learning for Audio-Based Applications—0
AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations—0
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