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Acoustic Unit Discovery

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Showing 1–25 of 25 papers

TitleStatusHype
Textless NLP -- Zero Resource Challenge with Low Resource Compute—0
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERTCode1
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic UnitsCode2
Revisiting speech segmentation and lexicon learning with better features—0
LUPET: Incorporating Hierarchical Information Path into Multilingual ASR—0
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant ClusteringCode1
Regularizing Contrastive Predictive Coding for Speech Applications—0
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge—0
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddingsCode1
Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network—0
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery—0
Variable-rate hierarchical CPC leads to acoustic unit discovery in speechCode1
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised ScoringCode1
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech ProcessingCode0
Voice Conversion Based Speaker Normalization for Acoustic Unit Discovery—0
Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature RepresentationCode0
A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery—0
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challengeCode1
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks—0
Bayesian Subspace Hidden Markov Model for Acoustic Unit DiscoveryCode1
Unsupervised speech representation learning using WaveNet autoencodersCode1
Unsupervised Word Segmentation from Speech with Attention—0
Bayesian Models for Unit Discovery on a Very Low Resource Language—0
An Empirical Evaluation of Zero Resource Acoustic Unit Discovery—0
A Nonparametric Bayesian Approach for Spoken Term detection by Example Query—0
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