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Unsupervised Learning

4,694 papers

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Papers

Parallel-Data-Free Many-to-Many Voice Conversion Based on DNN Integrated with Eigenspace Using a Non-Parallel Speech Corpus INTERSPEECH 2017
Measuring Synchrony in Task-Based Dialogues INTERSPEECH 2017
MMN Responses in Adults After Exposure to Bimodal and Unimodal Frequency Distributions of Rotated Speech INTERSPEECH 2017
A Contrast Function and Algorithm for Blind Separation of Audio Signals INTERSPEECH 2017
Unmixing Convolutive Mixtures by Exploiting Amplitude Co-Modulation: Methods and Evaluation on Mandarin Speech Recordings INTERSPEECH 2017
On the Linguistic Relevance of Speech Units Learned by Unsupervised Acoustic Modeling INTERSPEECH 2017
Unsupervised Speech Signal to Symbol Transformation for Zero Resource Speech Applications INTERSPEECH 2017
Relating Unsupervised Word Segmentation to Reported Vocabulary Acquisition INTERSPEECH 2017
Discovering Language in Marmoset Vocalization INTERSPEECH 2017
Speech Representation Learning Using Unsupervised Data-Driven Modulation Filtering for Robust ASR INTERSPEECH 2017
Topic Identification for Speech Without ASR INTERSPEECH 2017
Dialect Recognition Based on Unsupervised Bottleneck Features INTERSPEECH 2017
QMDIS: QCRI-MIT Advanced Dialect Identification System INTERSPEECH 2017
Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection INTERSPEECH 2017
Comparison of Non-Parametric Bayesian Mixture Models for Syllable Clustering and Zero-Resource Speech Processing INTERSPEECH 2017
Speaker Clustering by Iteratively Finding Discriminative Feature Space and Cluster Labels INTERSPEECH 2017
Domain Adaptation of PLDA Models in Broadcast Diarization by Means of Unsupervised Speaker Clustering INTERSPEECH 2017
A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings INTERSPEECH 2017
Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling INTERSPEECH 2017
Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification INTERSPEECH 2017
Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks INTERSPEECH 2017
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
Improving Robustness of Speaker Recognition to New Conditions Using Unlabeled Data INTERSPEECH 2017
Complex-Valued Restricted Boltzmann Machine for Direct Learning of Frequency Spectra INTERSPEECH 2017
Spectral Clustering Based on Local PCA JMLR 2017