Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition

no code implementations • 3 Apr 2023 • Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree M. Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann

We present dual-attention neural biasing, an architecture designed to boost Wake Words (WW) recognition and improve inference time latency on speech recognition tasks.

speech-recognition Speech Recognition

Leveraging Redundancy in Multiple Audio Signals for Far-Field Speech Recognition

no code implementations • 1 Mar 2023 • Feng-Ju Chang, Anastasios Alexandridis, Rupak Vignesh Swaminathan, Martin Radfar, Harish Mallidi, Maurizio Omologo, Athanasios Mouchtaris, Brian King, Roland Maas

We augment the MC fusion networks to a conformer transducer model and train it in an end-to-end fashion.

Acoustic echo cancellation Automatic Speech Recognition +2