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Unsupervised feature learning for speech using correspondence and Siamese networks

Unsupervised feature learning for speech using correspondence and Siamese networks

Petri-Johan Last
H. Engelbrecht
Herman Kamper
    SSL
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Papers citing "Unsupervised feature learning for speech using correspondence and Siamese networks"

7 / 7 papers shown
Title
Deep clustering using adversarial net based clustering loss
Deep clustering using adversarial net based clustering loss
Kart-Leong Lim
69
0
0
12 Dec 2024
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning
Algayres Robin
Adel Nabli
Benoît Sagot
Emmanuel Dupoux
SSL
26
8
0
11 Apr 2022
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks
Herman Kamper
Benjamin van Niekerk
SSL
MQ
23
35
0
14 Dec 2020
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings
Lisa van Staden
Herman Kamper
SSL
31
16
0
14 Dec 2020
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics
Okko Rasanen
María Andrea Cruz Blandón
30
25
0
03 Aug 2020
Privacy-preserving Voice Analysis via Disentangled Representations
Privacy-preserving Voice Analysis via Disentangled Representations
Ranya Aloufi
Hamed Haddadi
David E. Boyle
DRL
28
58
0
29 Jul 2020
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge
Benjamin van Niekerk
Leanne Nortje
Herman Kamper
33
115
0
19 May 2020