EUROSPEECH 2001 Scandinavia
7th European Conference on Speech Communication and Technology
2nd INTERSPEECH Event

Aalborg, Denmark
September 3-7, 2001

                 

Experimental Evaluation on Confidence of Agreement among Multiple Japanese LVCSR Models

Yasuhiro Kodama, Takehito Utsuro, Hiromitsu Nishizaki, Seiichi Nakagawa

Toyohashi University of Technology, Japan

For many practical applications of speech recognition systems, it is quite desirable to have an estimate of confidence for each hypothesized word. Unlike previous works on confidence measures, this paper studies features for confidence measures that are extracted from outputs of {it more than one} LVCSR models. More specifically, this paper experimentally evaluates the agreement among the outputs of multiple Japanese LVCSR models, with respect to whether it is effective as an estimate of confidence for each hypothesized word. The results of experimental evaluation show that the agreement between the outputs with two acoustic models which have different units in HMMs, such as phonemes and syllables, can achieve quite reliable confidence.

Full Paper

Bibliographic reference.  Kodama, Yasuhiro / Utsuro, Takehito / Nishizaki, Hiromitsu / Nakagawa, Seiichi (2001): "Experimental evaluation on confidence of agreement among multiple Japanese LVCSR models", In EUROSPEECH-2001, 2549-2552.