Benjamin Van Niekerk
9 papers · 2019–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(5)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable
(6)
Conferences
INTERSPEECH (8)
ICML (1)
Top co-authors
Research topics
Keywords
self-supervised learning
(3)
acoustic unit discovery
(3)
contrastive predictive coding
(2)
discrete representation
(2)
vector quantization
(2)
variational autoencoder
(2)
speech representation
(2)
zero-resource speech
(2)
unsupervised learning
(2)
speech synthesis
(1)
dynamic programming
(1)
voice conversion
(1)
nearest neighbor search
(1)
k-nearest neighbor
(1)
contrastive learning
(1)
speaker verification
(1)
adversarial training
(1)
skill composition
(1)
self-supervised representation
(1)
policy learning
(1)
Papers
Spoken-Term Discovery using Discrete Speech Units
INTERSPEECH 2024
Voice Conversion With Just Nearest Neighbors
INTERSPEECH 2023
Visually grounded few-shot word acquisition with fewer shots
INTERSPEECH 2023
Daft-Exprt: Cross-Speaker Prosody Transfer on Any Text for Expressive Speech Synthesis
INTERSPEECH 2022
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing
INTERSPEECH 2021
Towards Unsupervised Phone and Word Segmentation Using Self-Supervised Vector-Quantized Neural Networks
INTERSPEECH 2021
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge
INTERSPEECH 2020
Composing Value Functions in Reinforcement Learning
ICML 2019
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks
INTERSPEECH 2019