Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: When listening to foreign radio or TV programs  are able to pick up some information from the way people are interacting with each others and easily identify the most dominant speaker or the person who is intervied. Our work relies on the existence of clues about speaker roles in acoustic and prosodic low-level features extracted from audio files and from speaker segmentations.   describe an original language-independent method which achieves the recognition of 5 roles (Anchor, Journalist, Other, Punctual Journalist, Punctual Other) with an accuracy of 85% on a 13-hour corpus composed of 46 documents among which can be found different radio shows. A feature selection method is exploited in order to highlight the most relevant features for every speaker role. Index Terms: speaker role recognition, temporal and prosodic features, speaker segmentations, feature selection.
['Benjamin Bigot', 'Julien Pinquier', 'Isabelle Ferrané', 'Régine André-Obrecht']
I am writing a research paper on a idea Looking for relevant features for speaker role recognition.
[{"from": "human", "value": "I am writing a research paper on a idea Looking for relevant features for speaker role recognition."}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: When listening to foreign radio or TV programs  are able to pick up some information from the way people are interacting with each others and easily identify the most dominant speaker or the person who is intervied. Our work relies on the existence of clues about speaker roles in acoustic and prosodic low-level features extracted from audio files and from speaker segmentations.   describe an original language-independent method which achieves the recognition of 5 roles (Anchor, Journalist, Other, Punctual Journalist, Punctual Other) with an accuracy of 85% on a 13-hour corpus composed of 46 documents among which can be found different radio shows. A feature selection method is exploited in order to highlight the most relevant features for every speaker role. Index Terms: speaker role recognition, temporal and prosodic features, speaker segmentations, feature selection."}]