188 citations · 217 across the 8 of their papers we have counts for
3 papers · 1 filter
Six Layers Less: Encoder Pruning for Whisper with Label-Free Recovery
Rasmus Aagaard, Nicki Skafte Detlefsen
Pruning large pre-trained transformer-based ASR models such as OpenAI's Whisper has seen great adoption, as pruning the decoder led to significant end-to-end transcription speedups…
Real-Time EEG Cap Electrode Detection for Guided Point-of-Care Placement
William Lehn-Schiøler, Mads Sverker Nilsson, Nicki Skafte Detlefsen
We present a two-stage vision system that detects EEG cap electrodes in a live webcam stream and validates their anatomical placement in real time. A single-class YOLO detector loc…
Exploring different approaches to customize language models for domain-specific text-to-code generation
Luís Freire, Fernanda A. Andaló, Nicki Skafte Detlefsen
Large language models (LLMs) have demonstrated strong capabilities in generating executable code from natural language descriptions. However, general-purpose models often struggle…