no code implementations • 8 Oct 2023 • Jiajun He, Zekun Yang, Tomoki Toda
Automatic speech recognition (ASR) systems often encounter difficulties in accurately recognizing rare words, leading to errors that can have a negative impact on downstream tasks such as keyword spotting, intent detection, and text summarization.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • 23 Nov 2022 • Guodong Yin, Mufeng Zhou, Yiming Chen, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li
Performing data-intensive tasks in the von Neumann architecture is challenging to achieve both high performance and power efficiency due to the memory wall bottleneck.
1 code implementation • 25 Nov 2019 • Zekun Yang, Juan Feng
Word embedding has become essential for natural language processing as it boosts empirical performances of various tasks.
1 code implementation • 24 Nov 2019 • Zekun Yang, Tianlin Liu
Distributional representations of words, also known as word vectors, have become crucial for modern natural language processing tasks due to their wide applications.