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Embedding Learning

3,753 papers

Papers per year

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Papers

Learning and Modeling Unit Embeddings for Improving HMM-based Unit Selection Speech Synthesis INTERSPEECH 2018
Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments INTERSPEECH 2018
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018
Joint Discriminative Embedding Learning, Speech Activity and Overlap Detection for the DIHARD Speaker Diarization Challenge INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR INTERSPEECH 2018
i-Vectors in Language Modeling: An Efficient Way of Domain Adaptation for Feed-Forward Models 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
An Improved Deep Embedding Learning Method for Short Duration Speaker Verification INTERSPEECH 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks INTERSPEECH 2018
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding INTERSPEECH 2018
On Binary Embedding using Circulant Matrices JMLR 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
The Search Problem in Mixture Models JMLR 2018
Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018
Learning from Comparisons and Choices JMLR 2018
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions JMLR 2018
Optimal Bounds for Johnson-Lindenstrauss Transformations JMLR 2018
Content-Based Citation Recommendation NAACL 2018
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction NAACL 2018
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018