Audio Denoising
9 papers with code • 3 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Audio Denoising
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Latest papers with no code
Efficient Video and Audio processing with Loihi 2
Loihi 2 is an asynchronous, brain-inspired research processor that generalizes several fundamental elements of neuromorphic architecture, such as stateful neuron models communicating with event-driven spikes, in order to address limitations of the first generation Loihi.
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
We propose a self-supervised method for learning representations based on spatial audio-visual correspondences in egocentric videos.
Audio Denoising for Robust Audio Fingerprinting
The denoising model limits the impact of background noise on the AFP system's extracted peaks, improving its robustness to noise.
Self-Supervised Inference in State-Space Models
Additionally, using an approximate conditional independence, we can perform smoothing without having to parameterize a separate model.
Audio Attacks and Defenses against AED Systems -- A Practical Study
We show that an adversary can focus on audio adversarial inputs to cause AED systems to misclassify, achieving high success rates, even when we use small levels of a given type of noisy disturbance.
Low-rankness of Complex-valued Spectrogram and Its Application to Phase-aware Audio Processing
Low-rankness of amplitude spectrograms has been effectively utilized in audio signal processing methods including non-negative matrix factorization.
Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification
Audio events are quite often overlapping in nature, and more prone to noise than visual signals.
