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Embedding Learning

3751 directly classified papers

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Papers

An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks INTERSPEECH 2018
Triplet Loss Based Cosine Similarity Metric Learning for Text-independent Speaker Recognition INTERSPEECH 2018
Deep Discriminative Embeddings for Duration Robust Speaker Verification INTERSPEECH 2018
Learning and Modeling Unit Embeddings for Improving HMM-based Unit Selection Speech Synthesis INTERSPEECH 2018
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018
Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity CONLL 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Training Utterance-level Embedding Networks for Speaker Identification and Verification INTERSPEECH 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
A Rank-Based Similarity Metric for Word Embeddings ACL 2018
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation IJCAI 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora SEMEVAL 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NIPS 2018
Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Expanding Holographic Embeddings for Knowledge Completion NIPS 2018
Watch Your Step: Learning Node Embeddings via Graph Attention NIPS 2018
The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation NIPS 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding INTERSPEECH 2018
A Retrieve-and-Edit Framework for Predicting Structured Outputs NIPS 2018
Representation Tradeoffs for Hyperbolic Embeddings ICML 2018
Representing Urban Functions through Zone Embedding with Human Mobility Patterns IJCAI 2018
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings SEMEVAL 2018
Cold-Start Aware User and Product Attention for Sentiment Classification ACL 2018