Herman Kamper
Title
Cited by
Cited by
Year
Deep convolutional acoustic word embeddings using word-pair side information
H Kamper, W Wang, K Livescu
IEEE ICASSP, 2016
1292016
Unsupervised neural network based feature extraction using weak top-down constraints
H Kamper, M Elsner, A Jansen, S Goldwater
IEEE ICASSP, 2015
1032015
A comparison of neural network methods for unsupervised representation learning on the Zero Resource Speech Challenge
D Renshaw, H Kamper, A Jansen, S Goldwater
Interspeech, 2015
862015
A segmental framework for fully-unsupervised large-vocabulary speech recognition
H Kamper, A Jansen, S Goldwater
Computer Speech & Language, 2017
752017
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation
S Bansal, H Kamper, K Livescu, A Lopez, S Goldwater
arXiv preprint arXiv:1809.01431, 2018
682018
Unsupervised word segmentation and lexicon discovery using acoustic word embeddings
H Kamper, A Jansen, S Goldwater
IEEE Transactions on Audio, Speech, and Language Processing, 2016
652016
An embedded segmental k-means model for unsupervised segmentation and clustering of speech
H Kamper, K Livescu, S Goldwater
IEEE ASRU, 719-726, 2017
512017
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings
S Settle, K Levin, H Kamper, K Livescu
arXiv preprint arXiv:1706.03818, 2017
492017
Fully unsupervised small-vocabulary speech recognition using a segmental Bayesian model
H Kamper, A Jansen, S Goldwater
Interspeech, 2015
422015
Visually grounded learning of keyword prediction from untranscribed speech
H Kamper, S Settle, G Shakhnarovich, K Livescu
arXiv preprint arXiv:1703.08136, 2017
412017
Towards speech-to-text translation without speech recognition
S Bansal, H Kamper, A Lopez, S Goldwater
arXiv preprint arXiv:1702.03856, 2017
402017
Low-Resource Speech-to-Text Translation
S Bansal, H Kamper, K Livescu, A Lopez, S Goldwater
arXiv preprint arXiv:1803.09164, 2018
352018
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models
H Kamper
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
302019
Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings
H Kamper, A Jansen, S King, S Goldwater
IEEE SLT, 2014
262014
Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech.
H Kamper, G Shakhnarovich, K Livescu
IEEE/ACM Transactions on Audio, Speech and Language Processing 27 (1), 89-98, 2019
252019
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, ...
arXiv preprint arXiv:1904.07556, 2019
222019
Multi-accent acoustic modelling of South African English
H Kamper, FJM Mukanya, T Niesler
Speech Communication 54 (6), 801-813, 2012
182012
Multi-accent speech recognition of Afrikaans, Black and White varieties of South African English
H Kamper, T Niesler
Interspeech, 3189-3192, 2011
172011
Multimodal One-shot Learning of Speech and Images
R Eloff, HA Engelbrecht, H Kamper
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
132019
Critical initialisation for deep signal propagation in noisy rectifier neural networks
A Pretorius, E Van Biljon, S Kroon, H Kamper
Advances in Neural Information Processing Systems, 5717-5726, 2018
132018
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