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
Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement—0
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
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality—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
A Unifying View on Blind Source Separation of Convolutive Mixtures based on Independent Component Analysis—0
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data—0
Bi-Sampling Approach to Classify Music Mood leveraging Raga-Rasa Association in Indian Classical Music—0
Blind Identification of State-Space Models in Physical Coordinates—0
Blind Localization of Early Room Reflections with Arbitrary Microphone Array—0
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
Comparative Analysis of Mel-Frequency Cepstral Coefficients and Wavelet Based Audio Signal Processing for Emotion Detection and Mental Health Assessment in Spoken Speech—0
Comparative Study of State-based Neural Networks for Virtual Analog Audio Effects Modeling—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
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