20 citations · 26 across the 8 of their papers we have counts for
3 papers · 1 filter
Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition
Maurits Bleeker, Pawel Swietojanski, Stefan Braun +1
This paper presents an extension to train end-to-end Context-Aware Transformer Transducer ( CATT ) models by using a simple, yet efficient method of mining hard negative phrases fr…
Neural Transducer Training: Reduced Memory Consumption with Sample-wise Computation
Stefan Braun, Erik McDermott, Roger Hsiao
The neural transducer is an end-to-end model for automatic speech recognition (ASR). While the model is well-suited for streaming ASR, the training process remains challenging. Dur…
A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech Recognition
Stefan Braun, Daniel Neil, Shih-Chii Liu
The performance of automatic speech recognition systems under noisy environments still leaves room for improvement. Speech enhancement or feature enhancement techniques for increas…