16 citations · 17 across the 5 of their papers we have counts for
5 papers
SLM Finetuning for Natural Language to Domain Specific Code Generation in Production
Renjini R. Nair, Damian K. Kowalczyk, Marco Gaudesi +1
Many applications today use large language models for code generation; however, production systems have strict latency requirements that can be difficult to meet with large models.…
Conformer with dual-mode chunked attention for joint online and offline ASR
Felix Weninger, Marco Gaudesi, Md Akmal Haidar +3
In this paper, we present an in-depth study on online attention mechanisms and distillation techniques for dual-mode (i.e., joint online and offline) ASR using the Conformer Transd…
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization
Marco Gaudesi, Felix Weninger, Dushyant Sharma +1
End-to-end (E2E) multi-channel ASR systems show state-of-the-art performance in far-field ASR tasks by joint training of a multi-channel front-end along with the ASR model. The mai…
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition
Felix Weninger, Marco Gaudesi, Ralf Leibold +2
In this paper, we propose a dual-encoder ASR architecture for joint modeling of close-talk (CT) and far-talk (FT) speech, in order to combine the advantages of CT and FT devices fo…
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms
D. Bucur, G. Iacca, M. Gaudesi +2
In novel forms of the Social Internet of Things, any mobile user within communication range may help routing messages for another user in the network. The resulting message deliver…