40 citations · 53 across the 10 of their papers we have counts for
3 papers · 1 filter
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet
Siddhant Arora, Siddharth Dalmia, Pavel Denisov +10
As Automatic Speech Processing (ASR) systems are getting better, there is an increasing interest of using the ASR output to do downstream Natural Language Processing (NLP) tasks. H…
SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition
Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar +10
In the English speech-to-text (STT) machine learning task, acoustic models are conventionally trained on uncased Latin characters, and any necessary orthography (such as capitaliza…
Tiny Transducer: A Highly-efficient Speech Recognition Model on Edge Devices
Yuekai Zhang, Sining Sun, Long Ma
This paper proposes an extremely lightweight phone-based transducer model with a tiny decoding graph on edge devices. First, a phone synchronous decoding (PSD) algorithm based on b…