Search Results for author: Dimitra Emmanouilidou

Found 4 papers, 2 papers with code

Adapting Frechet Audio Distance for Generative Music Evaluation

2 code implementations2 Nov 2023 Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou

The growing popularity of generative music models underlines the need for perceptually relevant, objective music quality metrics.

FAD

Investigations in Audio Captioning: Addressing Vocabulary Imbalance and Evaluating Suitability of Language-Centric Performance Metrics

no code implementations12 Nov 2022 Sandeep Kothinti, Dimitra Emmanouilidou

The analysis, processing, and extraction of meaningful information from sounds all around us is the subject of the broader area of audio analytics.

Audio captioning Image Captioning

CURE Dataset: Ladder Networks for Audio Event Classification

no code implementations12 Jan 2020 Harishchandra Dubey, Dimitra Emmanouilidou, Ivan J. Tashev

While Ladder network is robust to data mismatches, simpler SVM and ELM classifiers are sensitive to such mismatches, where the proposed normalization techniques can play an important role.

Classification General Classification +1

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