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Embedding Learning

3751 directly classified papers

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Papers

A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings INTERSPEECH 2017
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition INTERSPEECH 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings INTERSPEECH 2017
Minimum Semantic Error Cost Training of Deep Long Short-Term Memory Networks for Topic Spotting on Conversational Speech INTERSPEECH 2017
Learning Weakly Supervised Multimodal Phoneme Embeddings INTERSPEECH 2017
Deep Neural Network Embeddings for Text-Independent Speaker Verification INTERSPEECH 2017
Should Neural Network Architecture Reflect Linguistic Structure? CONLL 2017
Embedding-Based Speaker Adaptive Training of Deep Neural Networks INTERSPEECH 2017
Connecting Look and Feel: Associating the Visual and Tactile Properties of Physical Materials CVPR 2017
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval CVPR 2017
HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017
Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits CONLL 2017
PurdueNLP at SemEval-2017 Task 1: Predicting Semantic Textual Similarity with Paraphrase and Event Embeddings SEMEVAL 2017
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment SEMEVAL 2017
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information CONLL 2017
Named Entity Disambiguation for Noisy Text CONLL 2017
Unsupervised Deep Embedding for Clustering Analysis ICML 2016
Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces AISTATS 2016
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes CVPR 2016
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization COLING 2016
Acoustic Word Embeddings for ASR Error Detection INTERSPEECH 2016
Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling INTERSPEECH 2016
Language classification from bilingual word embedding graphs COLING 2016
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs COLING 2016