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cs.MM2020
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text
Alexander Schindler, Sergiu Gordea, Peter Knees
We present an approach to unsupervised audio representation learning. Based on a triplet neural network architecture, we harnesses semantically related cross-modal information to e…
cs.MM2019
Multi-Task Music Representation Learning from Multi-Label Embeddings
Alexander Schindler, Peter Knees
This paper presents a novel approach to music representation learning. Triplet loss based networks have become popular for representation learning in various multimedia retrieval d…