Search Results for author: Nicola Ferri

Found 2 papers, 0 papers with code

On the Prediction Network Architecture in RNN-T for ASR

no code implementations29 Jun 2022 Dario Albesano, Jesús Andrés-Ferrer, Nicola Ferri, Puming Zhan

In contrast to some previous works, our results show that Transformer does not always outperform LSTM when used as prediction network along with Conformer encoder.

Conformer with dual-mode chunked attention for joint online and offline ASR

no code implementations22 Jun 2022 Felix Weninger, Marco Gaudesi, Md Akmal Haidar, Nicola Ferri, Jesús Andrés-Ferrer, Puming Zhan

In the dual-mode Conformer Transducer model, layers can function in online or offline mode while sharing parameters, and in-place knowledge distillation from offline to online mode is applied in training to improve online accuracy.

Knowledge Distillation

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