6 citations · 6 across the 1 of their papers we have counts for
4 papers
Weakly Supervised Scalable Audio Content Analysis
Anurag Kumar, Bhiksha Raj
Audio Event Detection is an important task for content analysis of multimedia data. Most of the current works on detection of audio events is driven through supervised learning app…
Speech Enhancement In Multiple-Noise Conditions using Deep Neural Networks
Anurag Kumar, Dinei Florencio
In this paper we consider the problem of speech enhancement in real-world like conditions where multiple noises can simultaneously corrupt speech. Most of the current literature on…
Audio Event Detection using Weakly Labeled Data
Anurag Kumar, Bhiksha Raj
Acoustic event detection is essential for content analysis and description of multimedia recordings. The majority of current literature on the topic learns the detectors through fu…
Unsupervised Fusion Weight Learning in Multiple Classifier Systems
Anurag Kumar, Bhiksha Raj
In this paper we present an unsupervised method to learn the weights with which the scores of multiple classifiers must be combined in classifier fusion settings. We also introduce…