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
TorchFX: A modern approach to Audio DSP with PyTorch and GPU accelerationCode2
A Survey on Data Augmentation in Large Model EraCode2
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationCode1
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised DataCode1
Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal TransportCode1
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing AidsCode1
SignalTrain: Profiling Audio Compressors with Deep Neural NetworksCode1
L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingCode1
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature FusionCode1
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal SegmentationCode1
Exploring Quality and Generalizability in Parameterized Neural Audio EffectsCode1
Upsampling artifacts in neural audio synthesisCode1
Differentiable Signal Processing With Black-Box Audio EffectsCode1
Unifying Probabilistic Models for Time-Frequency AnalysisCode0
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic EnvironmentsCode0
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music taggingCode0
MYRiAD: A Multi-Array Room Acoustic DatabaseCode0
Audio signal based danger detection using signal processing and deep learningCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Deep Learning for Audio Signal ProcessingCode0
Instabilities in Convnets for Raw AudioCode0
Subspace-Configurable NetworksCode0
Visualization of Linear Operations in the Spherical Harmonics DomainCode0
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