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 1–50 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
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
Upsampling artifacts in neural audio synthesisCode1
L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingCode1
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal SegmentationCode1
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationCode1
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
SignalTrain: Profiling Audio Compressors with Deep Neural NetworksCode1
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised DataCode1
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature FusionCode1
Exploring Quality and Generalizability in Parameterized Neural Audio EffectsCode1
Differentiable Signal Processing With Black-Box Audio EffectsCode1
Compositional nonlinear audio signal processing with Volterra series—0
Context-sensitive neocortical neurons transform the effectiveness and efficiency of neural information processing—0
Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering—0
Declipping of Speech Signals Using Frequency Selective Extrapolation—0
Detecting abnormal heart sound using mobile phones and on-device IConNet—0
DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models—0
Efficient improvement of frequency-domain Kalman filter—0
Enabling Embodied Analogies in Intelligent Music Systems—0
ENST-Drums: an extensive audio-visual database for drum signals processing—0
Estimation with Low-Rank Time-Frequency Synthesis Models—0
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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