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Assistance of Speech Recognition in Noisy Environment with Sentence Level Lip-Reading
Acoustic speech recognition, as a technique to decode text from a speech, receives a great success in recent years. The trained model …
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Prioritized Grid Highway Long Short-Term Memory-Based Universal Background Model for Speaker Verification
Prioritized grid long short-term memory (pGLSTM) has been shown to improve automatic speech recognition efficiently. In this paper, we …
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User Identity Linkage by Latent User Space Modelling
User identity linkage across social platforms is an important problem of great research challenge and practical value. In real …
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DistDL: A Distributed Deep Learning Service Schema with GPU Accelerating
Deep Learning is a hot topic developed by the industry and academia which integrates the broad field of artificial intelligence with …
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OptRS: An Optimized Algorithm Based on CRS Codes in Big Data Storage Systems
It is well-known that erasure codes, such as Reed-Solomon (RS) and Cauchy RS (CRS) codes, have played an important roles in big data …
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qSDS: A QoS-Aware I/O Scheduling Framework towards Software Defined Storage
The inadequate resource allocation, lack of I/O performance prediction and insufficient isolation are affecting the storage performance …
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Robot: An Efficient Model for Big Data Storage Systems Based on Erasure Coding
It is well-known that with the explosive growth of data, the age of big data has arrived. How to save huge amounts of data is of great …
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A Quantitative Evaluation Model for Choosing Efficient Redundancy Strategies over Clouds
Reliability has always been one of the key issues that draw widespread concerns since the rise of cloud computing. While most cloud …
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C-IRR: An Adaptive Engine for Cloud Storage Provisioning Determined by Economic Models with Workload Burstiness Consideration
Being the long dreamed vision of computing as a utility, cloud enables convenient and on-demand access to a large centralized pool of …
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Enhancing Shared RAID Performance Through Online Profiling
Enterprise storage systems are generally shared by multiple servers in a SAN environment. Our experiments as well as industry reports …
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