Recognizing Whispered Speech Produced by an Individual with Surgically Reconstructed Larynx Using Articulatory Movement Data

Individuals with larynx (vocal folds) impaired have problems in controlling their glottal vibration, producing whispered speech with extreme hoarseness. Standard automatic speech recognition using only acoustic cues is typically ineffective for whispered speech because the corresponding spectral characteristics are distorted. Articulatory cues such as the tongue and lip motion may help in recognizing whispered speech since articulatory motion patterns are generally not affected. In this paper, we investigated whispered speech recognition for patients with reconstructed larynx using articulatory movement data. A data set with both acoustic and articulatory motion data was collected from a patient with surgically reconstructed larynx using an electromagnetic articulograph. Two speech recognition systems, Gaussian mixture model-hidden Markov model (GMM-HMM) and deep neural network-HMM (DNN-HMM), were used in the experiments. Experimental results showed adding either tongue or lip motion data to acoustic features such as mel-frequency cepstral coefficient (MFCC) significantly reduced the phone error rates on both speech recognition systems. Adding both tongue and lip data achieved the best performance.

[The application of full thicknes skin graft inpartial laryngectomy for glottic carcinoma]

Objective:The aim of this study is to explore the experience and advantages of the application of full thicknes skin graft in glottic carcinoma.partial laryngectomy for glottic carcinoma.Method:One hundred and forty-three patients with glottic cancer were treated with partial laryngectomy.Among those,78 cases were repaired with full-thickness skin graft and 65 cases were repaired with sternohyoid muscular fasciae.Compared the time of extubation and the formation of granulation in laryngeal cavity after operation between the two groups.Result:In the group of full-thickness skin graft,the mean time of decannulation was 6.8 days,5 cases with growth of granulation after operation.In other group,the mean time of decannulation was 10.7 days,16 cases with growth of granulation after operation.The mean time of decannulation(t=-4.739,P<0.01) and the growth of granulation(χ²=9.379,P<0.01) are significantly different between the two groups.No laryngostenosis was found in all patients.Conclusion:The application of full-thicknes skin graft in partial laryngectomy for glottic carcinoma.can shortthe time of extubation and reduce the formation of granulation.