Name
Title | ||
|---|---|---|
Hybrid HMM/ANN systems for training independent tasks: experiments on Phonebook and related improvements. |
Abstract | ||
|---|---|---|
In this paper, we evaluate multi-Gaussian HMM systemsand hybrid HMM/ANN systems in the frameworkof task independent training for small size (75 words)and medium size (600 words) vocabularies. To do this,we use the Phonebook database [6] which is particularlywell suited to this kind of experiments since (1) itis a very large telephone database and (2) the size andcontent of the test vocabulary is very flexible. For eachsystem, different HMM topologies are compared to testthe influence... |
Year | DOI | Venue |
|---|---|---|
1997 | 10.1109/ICASSP.1997.598872 | ICASSP |
Keywords | Field | DocType |
related improvements,hybrid hmm,ann systems,independent tasks,gaussian processes,training data,neural nets,topology,speech recognition,automatic speech recognition,telephony,artificial neural networks,learning artificial intelligence,speech,context modeling,hidden markov models,system testing,databases | Computer science,Context model,Artificial intelligence,Natural language processing,Artificial neural network,Pattern recognition,System testing,Speech recognition,Network topology,Lexicon,Telephony,Hidden Markov model,Vocabulary | Conference |
ISBN | Citations | PageRank |
0-8186-7919-0 | 26 | 4.13 |
References | Authors | |
5 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Stephane Dupont | 1 | 324 | 43.20 |
| Herve Bourlard | 2 | 152 | 37.75 |
| Olivier Deroo | 3 | 55 | 9.96 |
| Vincent Fontaine | 4 | 26 | 4.13 |
| Jean-Marc Boite | 5 | 120 | 22.02 |