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
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal SegmentationCode1
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing AidsCode1
Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal TransportCode1
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature FusionCode1
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationCode1
Differentiable Signal Processing With Black-Box Audio EffectsCode1
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
Upsampling artifacts in neural audio synthesisCode1
Exploring Quality and Generalizability in Parameterized Neural Audio EffectsCode1
SignalTrain: Profiling Audio Compressors with Deep Neural NetworksCode1
DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models—0
Sound Field Estimation: Theories and Applications—0
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement—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
Detecting abnormal heart sound using mobile phones and on-device IConNet—0
Blind Localization of Early Room Reflections with Arbitrary Microphone Array—0
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic EnvironmentsCode0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations—0
Comparative Study of State-based Neural Networks for Virtual Analog Audio Effects Modeling—0
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