The CMU-interACT 2008 Mandarin transcription system
Roger Wend-Huu Hsiao, Mark C. Fuhs, Yik-Cheung Tam, Qin Jin, Tanja Schultz · 2008
We present our Mandarin BN/BC transcription system recently developed for the GALE07 evaluation. The system employs a 3-pass decoding strategy trained with over 1300 hours of quickly transcribed audio. We successfully apply discriminative training, dynamic unsupervised language model adaptation, and system combination techniques in our system. We furthermore achieve improvements by combining an Initial-Final system with a genre dependent phone system. On the GALE07 phase 2 retest evaluation, our system achieves a character error rate(CER) of 13.3 % on dev07 test set and 13.5 % on eval07 unsequestered test set. Our system also allows combination with other sites and in this paper, we investigate different system combination strategies which significantly improve the final recognition performance. Index Terms: Mandarin transcription system, broadcast news, broadcast conversation, GALE evaluation