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 1–25 of 70 papers

TitleStatusHype
High Fidelity Neural Audio CompressionCode4
A Survey on Data Augmentation in Large Model EraCode2
TorchFX: A modern approach to Audio DSP with PyTorch and GPU accelerationCode2
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing AidsCode1
Differentiable Signal Processing With Black-Box Audio EffectsCode1
L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingCode1
Upsampling artifacts in neural audio synthesisCode1
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature FusionCode1
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationCode1
Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal TransportCode1
Exploring Quality and Generalizability in Parameterized Neural Audio EffectsCode1
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal SegmentationCode1
SignalTrain: Profiling Audio Compressors with Deep Neural NetworksCode1
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised DataCode1
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement—0
Blind Localization of Early Room Reflections with Arbitrary Microphone Array—0
Acoustic Scene Clustering Using Joint Optimization of Deep Embedding Learning and Clustering Iteration—0
Blind Identification of State-Space Models in Physical Coordinates—0
Bi-Sampling Approach to Classify Music Mood leveraging Raga-Rasa Association in Indian Classical Music—0
A Survey on Deep Reinforcement Learning for Audio-Based Applications—0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—0
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data—0
Detecting abnormal heart sound using mobile phones and on-device IConNet—0
Declipping of Speech Signals Using Frequency Selective Extrapolation—0
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