Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  deals with speech synthesis in the framework of speech-to-speech translation. Our current focus is to translate speeches or conversations beten humans so that a third person can listen to them in its own language. In this framework the style is not written but spoken and the original speech includes a lot of non-linguistic information (as speaker emotion). In this work  propose the use of prosodic features in the original speech to produce prosody in the target language. Relevant features are found using an unsupervised clustering algorithm that finds, in a bilingual speech corpus, intonation clusters in the source speech which are relevant in the target speech. Preliminary results already show a significant improvement in the synthetic quality (from MOS=3.40 to MOS=3.65)
['Pablo Daniel Agüero', 'Jordi Adell', 'Antonio Bonafonte']
I am writing a research paper on a idea Prosody Generation for Speech-to-Speech Translation
[{"from": "human", "value": "I am writing a research paper on a idea Prosody Generation for Speech-to-Speech Translation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  deals with speech synthesis in the framework of speech-to-speech translation. Our current focus is to translate speeches or conversations beten humans so that a third person can listen to them in its own language. In this framework the style is not written but spoken and the original speech includes a lot of non-linguistic information (as speaker emotion). In this work  propose the use of prosodic features in the original speech to produce prosody in the target language. Relevant features are found using an unsupervised clustering algorithm that finds, in a bilingual speech corpus, intonation clusters in the source speech which are relevant in the target speech. Preliminary results already show a significant improvement in the synthetic quality (from MOS=3.40 to MOS=3.65)"}]