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Developing Real-Time Streaming Transformer Transducer for Speech Recognition on Large-Scale Dataset

Developing Real-Time Streaming Transformer Transducer for Speech Recognition on Large-Scale Dataset

Recently, Transformer based end-to-end models have achieved great success in many areas including speech recognition. However, compared to LSTM models, the heavy computational cost of the Transformer during inference is a key issue to prevent their applications. In this work, we explored the potential of Transformer Transducer (T-T) models for …