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Representation Learning

20,822 papers

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Papers

Discriminative Layered Nonnegative Matrix Factorization for Speech Separation INTERSPEECH 2016
On Discriminative Framework for Single Channel Audio Source Separation INTERSPEECH 2016
Characterization of Audiovisual Dramatic Attitudes INTERSPEECH 2016
Undoing Misperceptions: A Microscopic Analysis of Consistent Confusions Through Signal Modifications INTERSPEECH 2016
Speech Reductions Cause a De-Weighting of Secondary Acoustic Cues INTERSPEECH 2016
Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition INTERSPEECH 2016
Learning Document Representations Using Subspace Multinomial Model INTERSPEECH 2016
Spoken Language Understanding in a Latent Topic-Based Subspace INTERSPEECH 2016
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM INTERSPEECH 2016
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder INTERSPEECH 2016
Learning Neural Network Representations Using Cross-Lingual Bottleneck Features with Word-Pair Information INTERSPEECH 2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016
Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks INTERSPEECH 2016
Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction INTERSPEECH 2016
Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection INTERSPEECH 2016
Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection INTERSPEECH 2016
Acoustic-to-Articulatory Inversion Mapping Based on Latent Trajectory Gaussian Mixture Model INTERSPEECH 2016
Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data INTERSPEECH 2016
PhonVoc: A Phonetic and Phonological Vocoding Toolkit INTERSPEECH 2016
Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization INTERSPEECH 2016
Emergence of Vocal Developmental Sequences in a Predictive Coding Model of Speech Acquisition INTERSPEECH 2016
Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques INTERSPEECH 2016
Joint Learning of Speaker and Phonetic Similarities with Siamese Networks INTERSPEECH 2016
Learning Multiscale Features Directly from Waveforms INTERSPEECH 2016
Recurrent Out-of-Vocabulary Word Detection Using Distribution of Features INTERSPEECH 2016