OC17-data

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2017年4月20日 (四) 12:06Cslt讨论 | 贡献的版本

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Data allowed to use

The MixASR-CHEN 17 allows the following data resources to be used:

  • Training data: OC16-CE80 training/dev set + THCHS30
  • Development data: OC16-CE80 test set
  • Test data: OC17-CE10 test set
  • Lexicon: THCHS30 Chinese lexicon + CMU English lexicon
  • Additional word list: An additional English word list OC17-EnWord that covers most of the English OOVs in the test set. However, no phone transcriptions are available.
  • LM: THCHS30 LM can be used, but all the transcriptions of OC16-CE80 training/dev/test and THCHS30 can be used to improve the basic LM.

OC16-CE80

OC16-CE80 is a speech database provided by SpeechOcean (http://www.speechocean.com) for this challenge. The main features involve:

  • 1400+ speakers
  • Mobile channel
  • 80 hours of speech signals
  • Transcriptions are provided
  • The licence file is here
  • Data profile is here

OC17-CE10

OC17-CE10 is a speech database provided by SpeechOcean (http://www.speechocean.com) for this challenge. The main features involve:

  • 100+ speakers
  • Mobile channel
  • 10 hours of speech signals
  • Transcriptions are provided
  • The licence file is here

THCHS30

THCHS30 is a Chinese speech database provided by CSLT@Tsinghua University. All the resources of THCHS30 can be used to improve the system, especially the lexicon and LM. The data is available at:

http://www.openslr.org/18/

CMU English dictionary

To recognize English words, CMU English dictionary 0.7b is allowed to be used.

http://svn.code.sf.net/p/cmusphinx/code/trunk/cmudict/cmudict-0.7b

OC17-EnWord list

OC17-EnWord is a word list that covers most of the OOV words in the OC17-EN10 test set. This can be used to enhance your system. However, no pronunciations for these words are available. You may want to use some grapheme to phoneme (g2p) tools.