Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Parsing complex acoustic scenes involves an intricate interplay beten bottom-up, stimulus-driven salient elements in the scene with top-down, goal-directed, mechanisms that shift our attention to particular parts of the scene. Here,  present a framework for exploring the interaction beten these two processes in a simulated cocktail party setting. The model shows improved digit recognition in a multi-talker environment with a goal of tracking the source uttering the highest value. This work highlights the relevance of both data-driven and goal-driven processes in tackling real multi-talker, multi-source sound analysis.
['Malcolm Slaney', 'Trevor R. Agus', 'Shih-Chii Liu', 'Merve Kaya', 'Mounya Elhilali']
I am writing a research paper on a idea A model of attention-driven scene analysis
[{"from": "human", "value": "I am writing a research paper on a idea A model of attention-driven scene analysis"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Parsing complex acoustic scenes involves an intricate interplay beten bottom-up, stimulus-driven salient elements in the scene with top-down, goal-directed, mechanisms that shift our attention to particular parts of the scene. Here,  present a framework for exploring the interaction beten these two processes in a simulated cocktail party setting. The model shows improved digit recognition in a multi-talker environment with a goal of tracking the source uttering the highest value. This work highlights the relevance of both data-driven and goal-driven processes in tackling real multi-talker, multi-source sound analysis."}]