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Hao Tang

@larryniven4.bsky.social

Lecturer at the University of Edinburgh. Member of Centre of Speech Technology Research (CSTR).

164 Followers  |  101 Following  |  4 Posts  |  Joined: 13.08.2024  |  1.5089

Latest posts by larryniven4.bsky.social on Bluesky

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Interested in doing a PhD in machine learning at the University of Edinburgh? If so, check out the ML-Systems PhD Programme:
mlsystems.uk

Application deadline is 22nd January (next week).

17.01.2025 17:40 β€” πŸ‘ 13    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0
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The School of Informatics at the University of Edinburgh is hiring a lecturer or reader in embodied natural language processing. Apply by 31 Jan 2025 at edin.ac/4fqgawg

19.12.2024 13:13 β€” πŸ‘ 20    πŸ” 15    πŸ’¬ 2    πŸ“Œ 2

Back then Kaldi hadn't existed yet. HTK was still the dominant toolkit. I cannot remember if there was MLP implemented in HTK. I was mostly using a neural network toolkit (I think from ICSI) that just trained 3-layer MLPs. (Do people still have the source code? Somebody should put it on github.)

04.12.2024 11:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Hybrid (Bourlard and Morgan, 1989) and tandem (Hermansky et al., 2000) approaches were well established already. I think the tandem approach had an upper hand, until it was convincingly displaced in 2012. (But hey, we are using HuBERT features nowadays, not very different from a tandem approach.)

04.12.2024 11:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

People were very skeptical, mainly because nobody knew where to even start to reproduce the results. (The results were finally reproduced years later in Kaldi.)

04.12.2024 11:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Feeling a bit nostalgic. I vividly remember, despite being in a gigantic venue (that was in Dallas), it was so so packed when the DBN results on phone recognition were presented in ICASSP 2010.

04.12.2024 11:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

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