Long short-term memory, Neural computation, vol.9, issue.8, pp.1735-1780, 1997. ,
Bidirectional recurrent neural networks, IEEE Transactions on Signal Processing, vol.45, issue.11, pp.2673-2681, 1997. ,
DOI : 10.1109/78.650093
URL : https://maxwell.ict.griffith.edu.au/spl/publications/papers/ieeesp97_schuster.pdf
Attention-based models for speech recognition, Advances in neural information processing systems, pp.577-585, 2015. ,
, Deep complex networks, 2017.
Bidirectional quaternion long short-term memory recurrent neural networks for speech recognition, 2018. ,
DOI : 10.1109/icassp.2019.8683583
, Quaternion recurrent neural networks, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02107628
Quaternion convolutional neural networks for end-to-end automatic speech recognition, Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, pp.22-26, 2018. ,
DOI : 10.21437/interspeech.2018-1898
URL : https://hal.archives-ouvertes.fr/hal-02107611
A quaternary version of the back-propagation algorithm, Neural Networks, 1995. Proceedings., IEEE International Conference on, vol.5, pp.2753-2756, 1995. ,
Multilayer perceptrons to approximate quaternion valued functions, Neural Networks, vol.10, issue.2, pp.335-342, 1997. ,
DOI : 10.1016/s0893-6080(96)00048-2
Quaternionic neural networks: Fundamental properties and applications, pp.411-439, 2009. ,
DOI : 10.4018/9781605662145.ch016
Deep quaternion networks, 2018 International Joint Conference on Neural Networks (IJCNN), pp.1-8, 2018. ,
DOI : 10.1109/ijcnn.2018.8489651
URL : http://arxiv.org/pdf/1712.04604
Feed forward neural network with random quaternionic neurons, Signal Processing, vol.136, pp.59-68, 2017. ,
DOI : 10.1016/j.sigpro.2016.11.008
Lstm: A search space odyssey, IEEE transactions on neural networks and learning systems, vol.28, pp.2222-2232, 2017. ,
DOI : 10.1109/tnnls.2016.2582924
URL : http://arxiv.org/pdf/1503.04069
Associative long short-term memory, 2016. ,
Learning alogrithms in quaternion neural networks using ghr calculus, Neural Network World, vol.27, issue.3, p.271, 2017. ,
DOI : 10.14311/nnw.2017.27.014
URL : http://nnw.cz/doi/2017/NNW.2017.27.014.pdf
The kaldi speech recognition toolkit, IEEE 2011 Workshop on Automatic Speech Recognition and Understanding, p.11, 2011. ,
Adam: A method for stochastic optimization, 2014. ,
The pytorch-kaldi speech recognition toolkit, Proc. of ICASSP, 2019. ,
DOI : 10.1109/icassp.2019.8683713
URL : https://hal.archives-ouvertes.fr/hal-02107617
Darpa timit acoustic-phonetic continous speech corpus cd-rom. nist speech disc 1-1.1, NASA STI/Recon technical report n, vol.93, 1993. ,
Librispeech: an asr corpus based on public domain audio books, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.5206-5210, 2015. ,
DOI : 10.1109/icassp.2015.7178964