Promptformer: Prompted Conformer Transducer for ASR

no code implementations • 14 Jan 2024 • Sergio Duarte-Torres, Arunasish Sen, Aman Rana, Lukas Drude, Alejandro Gomez-Alanis, Andreas Schwarz, Leif Rädel, Volker Leutnant

Context cues carry information which can improve multi-turn interactions in automatic speech recognition (ASR) systems.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Lattention: Lattice-attention in ASR rescoring

no code implementations • 19 Nov 2021 • Prabhat Pandey, Sergio Duarte Torres, Ali Orkan Bayer, Ankur Gandhe, Volker Leutnant

The rescoring model with attention to lattices achieves 4-5% relative word error rate reduction over first-pass and 6-8% with attention to both lattices and acoustic features.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4