Seuraa
Benjamin van Niekerk
Benjamin van Niekerk
Stellenbosch University
Vahvistettu sähköpostiosoite verkkotunnuksessa sun.ac.za
Nimike
Viittaukset
Viittaukset
Vuosi
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge
B van Niekerk, L Nortje, H Kamper
Interspeech, 2020
1422020
A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion
B van Niekerk, MA Carbonneau, J Zaïdi, M Baas, H Seuté, H Kamper
ICASSP, 6562-6566, 2022
1242022
Composing Value Functions in Reinforcement Learning
B Van Niekerk, S James, A Earle, B Rosman
ICML, 6401-6409, 2019
69*2019
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks
R Eloff, A Nortje, B van Niekerk, A Govender, L Nortje, A Pretorius, ...
Interspeech, 2019
642019
Voice Conversion With Just Nearest Neighbors
M Baas, B van Niekerk, H Kamper
Interspeech, 2023
552023
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks
H Kamper, B van Niekerk
Interspeech, 2020
452020
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing
B van Niekerk, L Nortje, M Baas, H Kamper
Interspeech, 2021
372021
Daft-Exprt: Robust Prosody Transfer Across Speakers for Expressive Speech Synthesis
J Zaïdi, H Seuté, B van Niekerk, MA Carbonneau
Interspeech, 2021
28*2021
Online constrained model-based reinforcement learning
B van Niekerk, A Damianou, B Rosman
UAI, 2017
272017
Rhythm Modeling for Voice Conversion
B van Niekerk, MA Carbonneau, H Kamper
IEEE Signal Processing Letters, 2023
82023
Towards localisation of keywords in speech using weak supervision
K Olaleye, B van Niekerk, H Kamper
NeurIPS-SAS Workshop, 2020
72020
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks
A Pretorius, E Van Biljon, B van Niekerk, R Eloff, M Reynard, S James, ...
Pattern Recognition Letters 138, 95-105, 2020
42020
An Intermediate Value Theorem for the Decycling Numbers of Toeplitz Graphs
S Bau, B van Niekerk, D White
Graphs and Combinatorics 31 (6), 2037-2042, 2015
42015
Visually grounded few-shot word acquisition with fewer shots
L Nortje, B van Niekerk, H Kamper
Interspeech, 2023
22023
Spoken-Term Discovery using Discrete Speech Units
B van Niekerk, J Zaïdi, MA Carbonneau, H Kamper
Interspeech, 2024
12024
Revisiting speech segmentation and lexicon learning with better features
H Kamper, B van Niekerk
arXiv preprint arXiv:2401.17902, 2024
12024
HYPERFORMANCE: Advanced PBS Performance Prediction
RJ Berman, BS Rosman, B Van Niekerk, P Nordengen
12018
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming
S Malan, B van Niekerk, H Kamper
arXiv preprint arXiv:2409.14486, 2024
2024
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Artikkelit 1–18