4 citations · 4 across the 9 of their papers we have counts for
3 papers · 1 filter
Heard but Not Heeded: Paralinguistic Information Encoding and Loss in Audio-Language Models
Bhuvan Koduru, Dareen Safar B Alharthi, Rita Singh +1
Audio language models are designed to understand speech, yet it remains unclear whether they capture how something is said beyond what is said. We present a mechanistic analysis of…
Encoder-Decoder Manifold Alignment for Idempotent Generation
Dareen Alharthi, Abdul Waheed, Ibrahim Aldarmaki +2
Recently, several learning paradigms have been introduced to enforce idempotency in generative models. The goal of this property is to ensure that repeated application of a model l…
RIVET: Robust Idempotent Voice Attribute Editing
Dareen Alharthi, Bhuvan Koduru, Rita Singh +1
Voice attribute editing models modify characteristics such as age and gender while preserving speaker identity. In large-scale speech datasets, however, attribute annotations are o…