A New Transformer-Based Approach for Audio-Based Kinship Verification and a New Uncontrolled Mandarin Kinship Speech Dataset
cs.SD, cs.AI, cs.LG, eess.AS
Submitted: 2026-09-12
Updated: 2026-09-21
Comments: 7 pages, 4 figures. Accepted to IEEE Spoken Language Technology Workshop 2026
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- A Decade's Battle on Dataset Bias: Are We There Yet?
- Investigation of Zero-shot Text-to-Speech Models for Enhancing Short-Utterance Speaker Verification
- A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks
- SpeechBrain: A General-Purpose Speech Toolkit
Related papers
- Few-Shot Open-Set Audio Classification via Transductive Prototype Refinement and Class Logit Enhancement
- Spectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems
- AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
- SoundWeaver: Compositional Warm-Starting for Text-to-Audio Diffusion Serving
- WASIL: In-the-Wild Arabic Spoken Interactions with LLMs
- Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment