Tootfinder

I think a misunderstanding is that people want to fight "scraping" or "automated systems". But my feeling is that the issue is with the _purpose_ of the scraping: It's not "that person is scraping my site" it's "that person wants to use my work to train their slop machine". The issue is the SLOP machine with all the negative externalities they have.
And that is a path worth exploring (that I have similarly argued for code): We want to cont…

CBF-AFA: Chunk-Based Multi-SSL Fusion for Automatic Fluency Assessment
Papa S\'ega Wade, Mihai Andries, Ioannis Kanellos, Thierry Moudenc
https://arxiv.org/abs/2506.20243

CBF-AFA: Chunk-Based Multi-SSL Fusion for Automatic Fluency Assessment
Automatic fluency assessment (AFA) remains challenging, particularly in capturing speech rhythm, pauses, and disfluencies in non-native speakers. We introduce a chunk-based approach integrating self-supervised learning (SSL) models (Wav2Vec2, HuBERT, and WavLM) selected for their complementary strengths in phonetic, prosodic, and noisy speech modeling, with a hierarchical CNN-BiLSTM framework. Speech is segmented into breath-group chunks using Silero voice activity detection (Silero-VAD), enabl…