Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  suggest a lattice rescoring architecture that has features of a Trie DB based language model (LM) server and a naive parameter estimation (NPE) to integrate distributed language models. The Trie DB LM server supports an efficient computation of LM score to rerank the n-best sentences extracted from the lattice. In the case of NPE, it has a role of an integration of heterogeneous LM resources. Our approach distributes LM comp utations not only to distribute LM resources. This is simple and easy to implement and maintain the distributed lattice rescoring architecture. The experimental results show that the performance of the lattice rescoring has improved with the NPE algorithm that can find the optimal ights of the LM interpolation. In addition,  show that it is available to integrate n-gram LM and DIMI LM.
['Euisok Chung', 'Hyung-Bae Jeon', 'Jeon Gue Park', 'Yunkeun Lee']
I am writing a research paper on a idea Lattice Rescoring for Speech Recognition using Large Scale Distributed Language Models
[{"from": "human", "value": "I am writing a research paper on a idea Lattice Rescoring for Speech Recognition using Large Scale Distributed Language Models"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  suggest a lattice rescoring architecture that has features of a Trie DB based language model (LM) server and a naive parameter estimation (NPE) to integrate distributed language models. The Trie DB LM server supports an efficient computation of LM score to rerank the n-best sentences extracted from the lattice. In the case of NPE, it has a role of an integration of heterogeneous LM resources. Our approach distributes LM comp utations not only to distribute LM resources. This is simple and easy to implement and maintain the distributed lattice rescoring architecture. The experimental results show that the performance of the lattice rescoring has improved with the NPE algorithm that can find the optimal ights of the LM interpolation. In addition,  show that it is available to integrate n-gram LM and DIMI LM."}]