TWiki> CSTR Web>Listen>ListenTerm1201415 (06 Jan 2015, Main.pbell1)EditAttach

-- Main.pbell1 - 07 Oct 2014

Planning meeting
06.10.14 Talk on LSTM language models (Daniel Renshaw)
13.10.14DNN regularisation Tomar and Rose, Li et al, Huang et al (Peter)
Stochastic backprop & approx inference in generative models (Benignio and Pawel)
Sequence memoiser, slides, video (Herman)
No meeting due to launch of Data Science CDT: register for the talks by 27th Oct!
LSTM papers Sak et al (arXiv), Sak et al (interspeech) ; slides (Steve)
Invariant representations Voinea et al. (Interspeech 2014) Zhang et al. (Interspeech 2014) (Gustav)
The uDialogue system (Kei)

RNN Encoder-Decoder



Data selection, synthesing training data:

About Combining Forward and Backward-Based Decoders for Selecting Data for Unsupervised Training of Acoustic Models

Data Augmentation for low resource languages

Meeting cancelled due to BBC Newshack
Text-dependent speaker verification, phoneme background model for IB-based diarization (Mark and Mike)
TBCAn Algorithm for Training Polynomial Networks (watch this video presentation before reading) (Gustav)
TBC "Intriguing properties of neural networks" and "On the number of linear response regions of deep neural networks"
TBC A Convolutional Neural Network for Modelling Sentences and Multilingual Models for Compositional Distributional Semantics by Phil Blunsom and co from Oxford
Autoregressive product of multi-frame predictions (Liang)

Topic attachments
I Attachment Action Size Date Who Comment
pdfPDF IS140397.PDF manage 279.1 K 15 Nov 2014 - 16:46 Main.ghenter Hierarchy of invariant representations
pdfPDF IS141355.PDF manage 438.0 K 15 Nov 2014 - 16:45 Main.ghenter Invariant representations of words
pdfpdf huang.pdf manage 304.4 K 13 Oct 2014 - 09:33 Main.pbell1  
pdfpdf listen1_cambridge_dataaugmentation.pdf manage 131.7 K 07 Dec 2014 - 21:55 Main.jdriesen data augmentation
pdfpdf listen2_loria_fwdbwd_selection.pdf manage 157.5 K 07 Dec 2014 - 21:56 Main.jdriesen forward backward selection
pdfpdf lstm.pdf manage 863.8 K 10 Nov 2014 - 15:13 SteveRenals  
pdfpdf rose.pdf manage 325.4 K 13 Oct 2014 - 09:30 Main.pbell1  
pdfpdf sak1.pdf manage 855.5 K 07 Nov 2014 - 10:56 SteveRenals  
pdfpdf sak2.pdf manage 460.4 K 07 Nov 2014 - 10:58 SteveRenals  
pdfpdf zhao.pdf manage 157.9 K 13 Oct 2014 - 09:32 Main.pbell1  
Topic revision: r17 - 06 Jan 2015 - 16:54:26 - Main.pbell1
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