no code implementations • 11 Jul 2022 • Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay
For analyses on robust ASR, we employed pMCT on the VOiCES dataset which is a noisy reverberant dataset created using utterances from LibriSpeech.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 6 Jun 2022 • Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay
To this end, we propose FedNST, a novel method for training distributed ASR models using private and unlabelled user data.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
1 code implementation • AKBC 2021 • Agnieszka Dobrowolska, Antonio Vergari, Pasquale Minervini
In this work, we investigate how to learn novel concepts in Knowledge Graphs (KGs) in a principled way, and how to effectively exploit them to produce more accurate neural link prediction models.