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Acoustic Unit Discovery

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TitleStatusHype
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic UnitsCode2
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERTCode1
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant ClusteringCode1
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddingsCode1
Variable-rate hierarchical CPC leads to acoustic unit discovery in speechCode1
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised ScoringCode1
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challengeCode1
Bayesian Subspace Hidden Markov Model for Acoustic Unit DiscoveryCode1
Unsupervised speech representation learning using WaveNet autoencodersCode1
Textless NLP -- Zero Resource Challenge with Low Resource Compute—0
Revisiting speech segmentation and lexicon learning with better features—0
LUPET: Incorporating Hierarchical Information Path into Multilingual ASR—0
Regularizing Contrastive Predictive Coding for Speech Applications—0
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge—0
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
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
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks—0
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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