96 search results - page 1 / 20 » Lightly supervised and unsupervised acoustic model training |
CSL
2002
Springer
13 years 11 months ago
2002
Springer
The last decade has witnessed substantial progress in speech recognition technology, with todays state-of-the-art systems being able to transcribe unrestricted broadcast news audi...
ICASSP
2009
IEEE
14 years 5 months ago
2009
IEEE
For effective training of acoustic and language models for spontaneous speech such as meetings, it is significant to exploit the texts available in a large scale, which may not b...
ICASSP
2009
IEEE
14 years 5 months ago
2009
IEEE
We measure the effects of a weak language model, estimated from as little as 100k words of text, on unsupervised acoustic model training and then explore the best method of using ...
INTERSPEECH
2010
13 years 6 months ago
2010
One of the difficult problems of acoustic modeling for Automatic Speech Recognition (ASR) is how to adequately model the wide variety of acoustic conditions which may be present i...
ICASSP
2011
IEEE
13 years 2 months ago
2011
IEEE
Unsupervised acoustic model training has been successfully used to improve the performance of automatic speech recognition systems when only a small amount of manually transcribed...