4 papers
All In Good Time: Causality-Aware Framework for LLM-Based Simultaneous Speech-to-Speech Translation
Amir Hussein, Enas Albasiri, Travis M. Bartley +7
Large Language Models (LLMs) have shown strong performance in low-resource offline translation; however, extending them to simultaneous speech-to-speech translation (Simul-S2ST) re…
NemotronLabs VoiceChat: An Open Full-duplex Speech-to-Speech Model with Tool Calling Capabilities
Jagadeesh Balam, Travis Bartley, Edresson Casanova +52
We introduce NemotronLabs VoiceChat, an open full-duplex speech-to-speech model with native tool-calling capabilities. NemotronLabs VoiceChat combines a streaming speech encoder an…
Enabling Streaming User Transcription in Full-Duplex Speech-to-Speech Models
Ke Hu, Nourchene Ferchichi, Edresson Casanova +9
Full-duplex speech-to-speech (S2S) models enable natural conversational AI by allowing simultaneous listening and speaking. However, these models typically lack inherent user speec…
TunBERT: Pretrained Contextualized Text Representation for Tunisian Dialect
Abir Messaoudi, Ahmed Cheikhrouhou, Hatem Haddad +6
Pretrained contextualized text representation models learn an effective representation of a natural language to make it machine understandable. After the breakthrough of the attent…