Speaker-aware modeling of conversational timing using per-speaker deviation distributions, Markov turn-taking, and unified KDE gap modeling improves alignment with real Switchboard patterns over independence-based baselines.
Property-aware multi-speaker data simula- tion: A probabilistic modelling technique for synthetic data generation
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From Independence to Interaction: Speaker-Aware Simulation of Multi-Speaker Conversational Timing
Speaker-aware modeling of conversational timing using per-speaker deviation distributions, Markov turn-taking, and unified KDE gap modeling improves alignment with real Switchboard patterns over independence-based baselines.