42 citations · 44 across the 10 of their papers we have counts for
4 papers · 1 filter
Unconstrained Dysfluency Modeling for Dysfluent Speech Transcription and Detection
Jiachen Lian, Carly Feng, Naasir Farooqi +7
Dysfluent speech modeling requires time-accurate and silence-aware transcription at both the word-level and phonetic-level. However, current research in dysfluency modeling primari…
PerMod: Perceptually Grounded Voice Modification with Latent Diffusion Models
Robin Netzorg, Ajil Jalal, Luna McNulty +1
Perceptual modification of voice is an elusive goal. While non-experts can modify an image or sentence perceptually with available tools, it is not clear how to similarly modify sp…
Towards an Interpretable Representation of Speaker Identity via Perceptual Voice Qualities
Robin Netzorg, Bohan Yu, Andrea Guzman +3
Unlike other data modalities such as text and vision, speech does not lend itself to easy interpretation. While lay people can understand how to describe an image or sentence via p…
Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining
Aaron J. Li, Robin Netzorg, Zhihan Cheng +2
In recent years, work has gone into developing deep interpretable methods for image classification that clearly attributes a model's output to specific features of the data. One su…