Herman Kamper - Publications, H-index & Citations

Herman Kamper

stellenbosch university

18H指数

181论文数

1.6K被引数

收录论文 20

发表时间

Interpreting Speaker Characteristics in the Dimensions of Self-Supervised Speech Features 在自监督语音特征维度中解释说话人特征

IEEE Signal Processing Letters

IF3.9

2026-07-24

PREAI

Kyle Janse van Rensburg; Benjamin van Niekerk; Herman Kamper

Visually Grounded Few-Shot Word Learning in Low-Resource Settings

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Nortje, Leanne; Oneata, Dan; Kamper, Herman

Visually Grounded Speech Models Have a Mutual Exclusivity Bias

TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS

IF6.9

2024-01-01

OAAI

Nortje, Leanne; Oneata, Dan; Matusevych, Yevgen; Kamper, Herman

Leveraging Multilingual Transfer for Unsupervised Semantic Acoustic Word Embeddings

ieee signal processing magazine

IF3.9

2024-01-01

OAAI

Jacobs, Christiaan; Kamper, Herman

Disentanglement in a GAN for Unconditional Speech Synthesis

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Baas, Matthew; Kamper, Herman

Word Segmentation on Discovered Phone Units With Dynamic Programming and Self-Supervised Scoring

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

OAAI

Kamper, Herman

Rhythm Modeling for Voice Conversion

ieee signal processing magazine

IF3.9

2023-01-01

OAAI

van Niekerk, Benjamin; Carbonneau, Marc-Andre; Kamper, Herman

Semi-Supervised Machine Learning for Livestock Threat Classification Using GPS Data

IEEE ACCESS

IF3.6

2023-01-01

OAAI

De Swardt, Urs J.; Kamper, Herman

Keyword Localisation in Untranscribed Speech Using Visually Grounded Speech Models

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2022-10-01

OAAI

Olaleye, Kayode; Oneata, Dan; Kamper, Herman

Feature learning for efficient ASR-free keyword spotting in low-resource languages

COMPUTER SPEECH AND LANGUAGE

IF3.4

2022-01-01

OAAI

van der Westhuizen, Ewald; Kamper, Herman; Menon, Raghav; Quinn, John; Niesler, Thomas

BINet: A binary inpainting network for deep patch-based image compression

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2021-03-01

OAAI

Nortje, Andre; Brink, Willie; Engelbrecht, Herman A.; Kamper, Herman

Multilingual and unsupervised subword modeling for zero-resource languages

COMPUTER SPEECH AND LANGUAGE

IF3.4

2021-01-01

OAAI

Hermann, Enno; Kamper, Herman; Goldwater, Sharon

Improved Acoustic Word Embeddings for Zero-Resource Languages Using Multilingual Transfer

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2021-01-01

OAAI

Kamper, Herman; Matusevych, Yevgen; Goldwater, Sharon

On the expected behaviour of noise regularised deep neural networks as Gaussian processes

PATTERN RECOGNITION LETTERS

IF3.3

2020-10-01

OAAI

Pretorius, Arnu; Kamper, Herman; Kroon, Steve

If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks

PATTERN RECOGNITION LETTERS

IF3.3

2020-10-01

OAAI

Pretorius, Arnu; van Biljon, Elan; van Niekerk, Benjamin; Eloff, Ryan; Reynard, Matthew; James, Steve; Rosman, Benjamin; Kamper, Herman; Kroon, Steve

Unsupervised Feature Learning for Speech Using Correspondence and Siamese Networks

ieee signal processing magazine

IF3.9

2020-01-01

OAAI

Last, Petri-Johan; Engelbrecht, Herman A.; Kamper, Herman

Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2019-01-01

OAAI

Kamper, Herman; Shakhnarovich, Gregory; Livescu, Karen

A segmental framework for fully-unsupervised large-vocabulary speech recognition

COMPUTER SPEECH AND LANGUAGE

IF3.4

2017-11-01

OAAI

Kamper, Herman; Jansen, Aren; Goldwater, Sharon

Unsupervised Word Segmentation and Lexicon Discovery Using Acoustic Word Embeddings

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2016-04-01

OAAI

Kamper, Herman; Jansen, Aren; Goldwater, Sharon

Capitalising on North American speech resources for the development of a South African English large vocabulary speech recognition system

COMPUTER SPEECH AND LANGUAGE

IF3.4

2014-11-01

PREAI

Kamper, Herman; de Wet, Febe; Hain, Thomas; Niesler, Thomas

研究方向