5 citations · 9 across the 5 of their papers we have counts for
5 papers
Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition
Karn N. Watcharasupat, Yiwei Ding, T. Aleksandra Ma +2
Any data annotation for subjective tasks shows potential variations between individuals. This is particularly true for annotations of emotional responses to musical stimuli. While…
Parameter-Efficient Transfer Learning for Music Foundation Models
Yiwei Ding, Alexander Lerch
More music foundation models are recently being released, promising a general, mostly task independent encoding of musical information. Common ways of adapting music foundation mod…
Understanding Pedestrian Movement Using Urban Sensing Technologies: The Promise of Audio-based Sensors
Chaeyeon Han, Pavan Seshadri, Yiwei Ding +5
While various sensors have been deployed to monitor vehicular flows, sensing pedestrian movement is still nascent. Yet walking is a significant mode of travel in many cities, espec…
Embedding Compression for Teacher-to-Student Knowledge Transfer
Yiwei Ding, Alexander Lerch
Common knowledge distillation methods require the teacher model and the student model to be trained on the same task. However, the usage of embeddings as teachers has also been pro…
A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation
Karn N. Watcharasupat, Chih-Wei Wu, Yiwei Ding +6
Cinematic audio source separation is a relatively new subtask of audio source separation, with the aim of extracting the dialogue, music, and effects stems from their mixture. In t…