Aren Jansen
Aren Jansen
Google DeepMind
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Audio set: An ontology and human-labeled dataset for audio events
JF Gemmeke, DPW Ellis, D Freedman, A Jansen, W Lawrence, RC Moore, ...
2017 IEEE international conference on acoustics, speech and signal …, 2017
CNN architectures for large-scale audio classification
S Hershey, S Chaudhuri, DPW Ellis, JF Gemmeke, A Jansen, RC Moore, ...
2017 ieee international conference on acoustics, speech and signal …, 2017
Attention bottlenecks for multimodal fusion
A Nagrani, S Yang, A Arnab, A Jansen, C Schmid, C Sun
Advances in neural information processing systems 34, 14200-14213, 2021
Musiclm: Generating music from text
A Agostinelli, TI Denk, Z Borsos, J Engel, M Verzetti, A Caillon, Q Huang, ...
arXiv preprint arXiv:2301.11325, 2023
Shared computational principles for language processing in humans and deep language models
A Goldstein, Z Zada, E Buchnik, M Schain, A Price, B Aubrey, SA Nastase, ...
Nature neuroscience 25 (3), 369-380, 2022
The zero resource speech challenge 2015.
M Versteegh, R Thiolliere, T Schatz, XN Cao, X Anguera, A Jansen, ...
Interspeech 15, 3169-3173, 2015
Efficient spoken term discovery using randomized algorithms
A Jansen, B Van Durme
2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 401-406, 2011
Towards spoken term discovery at scale with zero resources.
A Jansen, K Church, H Hermansky
Interspeech, 1676-1679, 2010
Evaluating speech features with the minimal-pair ABX task: Analysis of the classical MFC/PLP pipeline
T Schatz, V Peddinti, F Bach, A Jansen, H Hermansky, E Dupoux
INTERSPEECH 2013: 14th Annual Conference of the International Speech …, 2013
Unsupervised learning of semantic audio representations
A Jansen, M Plakal, R Pandya, DPW Ellis, S Hershey, J Liu, RC Moore, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
Bigssl: Exploring the frontier of large-scale semi-supervised learning for automatic speech recognition
Y Zhang, DS Park, W Han, J Qin, A Gulati, J Shor, A Jansen, Y Xu, ...
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1519-1532, 2022
Towards learning a universal non-semantic representation of speech
J Shor, A Jansen, R Maor, O Lang, O Tuval, FC Quitry, M Tagliasacchi, ...
arXiv preprint arXiv:2002.12764, 2020
Unsupervised neural network based feature extraction using weak top-down constraints
H Kamper, M Elsner, A Jansen, S Goldwater
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings
K Levin, K Henry, A Jansen, K Livescu
2013 IEEE workshop on automatic speech recognition and understanding, 410-415, 2013
A segmental framework for fully-unsupervised large-vocabulary speech recognition
H Kamper, A Jansen, S Goldwater
Computer Speech & Language 46, 154-174, 2017
A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition
A Jansen, E Dupoux, S Goldwater, M Johnson, S Khudanpur, K Church, ...
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
Rapid evaluation of speech representations for spoken term discovery
MA Carlin, S Thomas, A Jansen, H Hermansky
Twelfth Annual Conference of the International Speech Communication Association, 2011
Mulan: A joint embedding of music audio and natural language
Q Huang, A Jansen, J Lee, R Ganti, JY Li, DPW Ellis
arXiv preprint arXiv:2208.12415, 2022
A comparison of neural network methods for unsupervised representation learning on the zero resource speech challenge
D Renshaw, H Kamper, A Jansen, S Goldwater
Sixteenth Annual Conference of the International Speech Communication …, 2015
Unsupervised word segmentation and lexicon discovery using acoustic word embeddings
H Kamper, A Jansen, S Goldwater
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 669-679, 2016
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