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Generalized Stock Price Prediction for Multiple Stocks Combined with News Fusion
Pei-Jun Liao, Hung-Shin Lee, Yao-Fei Cheng +3
Predicting stock prices presents challenges in financial forecasting. While traditional approaches such as ARIMA and RNNs are prevalent, recent developments in Large Language Model…
TG-ASR: Translation-Guided Learning with Parallel Gated Cross Attention for Low-Resource Automatic Speech Recognition
Cheng-Yeh Yang, Chien-Chun Wang, Li-Wei Chen +3
Low-resource automatic speech recognition (ASR) continues to pose significant challenges, primarily due to the limited availability of transcribed data for numerous languages. Whil…
SCENE: Semantic-aware Codec Enhancement with Neural Embeddings
Han-Yu Lin, Li-Wei Chen, Hung-Shin Lee
Compression artifacts from standard video codecs often degrade perceptual quality. We propose a lightweight, semantic-aware pre-processing framework that enhances perceptual fideli…