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10/03/2022
Text-to-Audio Grounding Based Novel Metric for Evaluating Audio Caption Similarity
Automatic Audio Captioning (AAC) refers to the task of translating an au...
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01/28/2022
Automatic Audio Captioning using Attention weighted Event based Embeddings
Automatic Audio Captioning (AAC) refers to the task of translating audio...
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03/24/2021
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios
Imbalance in the proportion of training samples belonging to different c...
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02/16/2021
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining
Few-shot learning aims to generalize unseen classes that appear during t...
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12/18/2019
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications
Naturally introduced perturbations in audio signal, caused by emotional ...
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12/19/2017
Joint model-based recognition and localization of overlapped acoustic events using a set of distributed small microphone arrays
In the analysis of acoustic scenes, often the occurring sounds have to b...
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12/15/2017
A Novel Approach for Effective Learning in Low Resourced Scenarios
Deep learning based discriminative methods, being the state-of-the-art m...
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04/24/2017