Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: This study explored the relationship beten the production of the nine English vols and the perception of synthesized vols by thirty-five American, Chinese, and Korean, male and female speakers. The average formant values of the ten American English speakers re employed to synthesize the nine vols that re presented to the thirty-five speakers. The center formant values of the highest and lost formant boundary of the same vol quality re collected and compared to the formant values of their productions.  found that there was a strong correlation beten production and perception within and across the language groups. The American group had higher coefficients than the Chinese or Korean groups. The lor coefficients re related to the non-native speakers’ deviant production of the English vols. In the cross-linguistic comparison, the American, Chinese and Korean groups perceived the stimuli about the same. Individual comparison by regressional analyses of the formant frequency data of the produced vols and the center formant values of the perceptual test led to a very remarkable r 2 value. This suggests a very lawful relationship beten production and perception.
['Byunggon Yang']
I am writing a research paper on a idea A study on the production-perception link of English vowels produced by native and non-native speakers
[{"from": "human", "value": "I am writing a research paper on a idea A study on the production-perception link of English vowels produced by native and non-native speakers"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: This study explored the relationship beten the production of the nine English vols and the perception of synthesized vols by thirty-five American, Chinese, and Korean, male and female speakers. The average formant values of the ten American English speakers re employed to synthesize the nine vols that re presented to the thirty-five speakers. The center formant values of the highest and lost formant boundary of the same vol quality re collected and compared to the formant values of their productions.  found that there was a strong correlation beten production and perception within and across the language groups. The American group had higher coefficients than the Chinese or Korean groups. The lor coefficients re related to the non-native speakers\u2019 deviant production of the English vols. In the cross-linguistic comparison, the American, Chinese and Korean groups perceived the stimuli about the same. Individual comparison by regressional analyses of the formant frequency data of the produced vols and the center formant values of the perceptual test led to a very remarkable r 2 value. This suggests a very lawful relationship beten production and perception."}]