Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Audio Event Detection is an important task for content analysis of multimedia data. Most of the current works on detection of audio events is driven through supervised learning approaches.  propose a akly supervised learning framework which can make use of the tremendous amount of b multimedia data with significantly reduced annotation effort and expense. Specifically,  use several multiple instance learning algorithms to show that audio event detection through ak labels is feasible.  also propose a novel scalable multiple instance learning algorithm and show that its competitive with other multiple instance learning algorithms for audio event detection tasks.
['Anurag Kumar', 'Bhiksha Raj']
I am writing a research paper on a idea Weakly supervised scalable audio content analysis
[{"from": "human", "value": "I am writing a research paper on a idea Weakly supervised scalable audio content analysis"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Audio Event Detection is an important task for content analysis of multimedia data. Most of the current works on detection of audio events is driven through supervised learning approaches.  propose a akly supervised learning framework which can make use of the tremendous amount of b multimedia data with significantly reduced annotation effort and expense. Specifically,  use several multiple instance learning algorithms to show that audio event detection through ak labels is feasible.  also propose a novel scalable multiple instance learning algorithm and show that its competitive with other multiple instance learning algorithms for audio event detection tasks."}]