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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 1–50 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
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal SegmentationCode1
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal TransportCode1
Upsampling artifacts in neural audio synthesisCode1
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature FusionCode1
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
SignalTrain: Profiling Audio Compressors with Deep Neural NetworksCode1
Exploring Quality and Generalizability in Parameterized Neural Audio EffectsCode1
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationCode1
Differentiable Signal Processing With Black-Box Audio EffectsCode1
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing AidsCode1
wav2shape: Hearing the Shape of a Drum MachineCode0
MYRiAD: A Multi-Array Room Acoustic DatabaseCode0
Audio signal based danger detection using signal processing and deep learningCode0
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic EnvironmentsCode0
Subspace-Configurable NetworksCode0
Deep Learning for Audio Signal ProcessingCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Instabilities in Convnets for Raw AudioCode0
Unifying Probabilistic Models for Time-Frequency AnalysisCode0
Visualization of Linear Operations in the Spherical Harmonics DomainCode0
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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