Rethinking Leveraging Pre-Trained Multi-Layer Representations for Speaker Verification
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Jin Sob, Park, Hyun Joon, Shin, Wooseok, Han, Sung Won |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Layer-aware TDNN: Speaker Recognition Using Multi-Layer Features from Pre-Trained Models
by: Kim, Jin Sob, et al.
Published: (2024)
by: Kim, Jin Sob, et al.
Published: (2024)
A Robust framework for sound event localization and detection on real recordings
by: Kim, Jin Sob, et al.
Published: (2025)
by: Kim, Jin Sob, et al.
Published: (2025)
DEX-TTS: Diffusion-based EXpressive Text-to-Speech with Style Modeling on Time Variability
by: Park, Hyun Joon, et al.
Published: (2024)
by: Park, Hyun Joon, et al.
Published: (2024)
WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory
by: Kim, Jin Sob, et al.
Published: (2025)
by: Kim, Jin Sob, et al.
Published: (2025)
SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning
by: Nam, KiHyun, et al.
Published: (2026)
by: Nam, KiHyun, et al.
Published: (2026)
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting
by: Han, Wooseok, et al.
Published: (2024)
by: Han, Wooseok, et al.
Published: (2024)
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model
by: Shin, Wooseok, et al.
Published: (2025)
by: Shin, Wooseok, et al.
Published: (2025)
Whisper Speaker Identification: Leveraging Pre-Trained Multilingual Transformers for Robust Speaker Embeddings
by: Emon, Jakaria Islam, et al.
Published: (2025)
by: Emon, Jakaria Islam, et al.
Published: (2025)
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification
by: Liu, Bei, et al.
Published: (2024)
by: Liu, Bei, et al.
Published: (2024)
Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation
by: Thebaud, Thomas, et al.
Published: (2026)
by: Thebaud, Thomas, et al.
Published: (2026)
Hyperbolic Additive Margin Softmax with Hierarchical Information for Speaker Verification
by: Fang, Zhihua, et al.
Published: (2026)
by: Fang, Zhihua, et al.
Published: (2026)
Continual Speaker Identity Unlearning with Minimal Interference
by: Kim, Jinju, et al.
Published: (2026)
by: Kim, Jinju, et al.
Published: (2026)
SNAP: Speaker Nulling for Artifact Projection in Speech Deepfake Detection
by: Jung, Kyudan, et al.
Published: (2026)
by: Jung, Kyudan, et al.
Published: (2026)
Explainable Attribute-Based Speaker Verification
by: Wu, Xiaoliang, et al.
Published: (2024)
by: Wu, Xiaoliang, et al.
Published: (2024)
Mask2Flow-TSE: Two-Stage Target Speaker Extraction with Masking and Flow Matching
by: Moon, Junwon, et al.
Published: (2026)
by: Moon, Junwon, et al.
Published: (2026)
Leveraging Speaker Embeddings in End-to-End Neural Diarization for Two-Speaker Scenarios
by: Alvarez-Trejos, Juan Ignacio, et al.
Published: (2024)
by: Alvarez-Trejos, Juan Ignacio, et al.
Published: (2024)
SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models
by: Yin, Han, et al.
Published: (2025)
by: Yin, Han, et al.
Published: (2025)
Enhancing Speaker Verification with Whispered Speech via Post-Processing
by: Gołębiowska, Magdalena, et al.
Published: (2026)
by: Gołębiowska, Magdalena, et al.
Published: (2026)
Neural Multi-Speaker Voice Cloning for Nepali in Low-Resource Settings
by: Shrestha, Aayush M., et al.
Published: (2026)
by: Shrestha, Aayush M., et al.
Published: (2026)
UniWhisper: Efficient Continual Multi-task Training for Robust Universal Audio Representation
by: Chen, Yuxuan, et al.
Published: (2026)
by: Chen, Yuxuan, et al.
Published: (2026)
End-to-End Multi-Microphone Speaker Extraction Using Relative Transfer Functions
by: Eisenberg, Aviad, et al.
Published: (2025)
by: Eisenberg, Aviad, et al.
Published: (2025)
LAMB: LLM-based Audio Captioning with Modality Gap Bridging via Cauchy-Schwarz Divergence
by: Lee, Hyeongkeun, et al.
Published: (2026)
by: Lee, Hyeongkeun, et al.
Published: (2026)
Robust Target Speaker Diarization and Separation via Augmented Speaker Embedding Sampling
by: Jalal, Md Asif, et al.
Published: (2025)
by: Jalal, Md Asif, et al.
Published: (2025)
ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification
by: Ma, Yi, et al.
Published: (2025)
by: Ma, Yi, et al.
Published: (2025)
Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech
by: Kim, Taesoo, et al.
Published: (2025)
by: Kim, Taesoo, et al.
Published: (2025)
MultiActor-Audiobook: Zero-Shot Audiobook Generation with Faces and Voices of Multiple Speakers
by: Park, Kyeongman, et al.
Published: (2025)
by: Park, Kyeongman, et al.
Published: (2025)
RapFlow-TTS: Rapid and High-Fidelity Text-to-Speech with Improved Consistency Flow Matching
by: Park, Hyun Joon, et al.
Published: (2025)
by: Park, Hyun Joon, et al.
Published: (2025)
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio
by: Alonso-Jiménez, Pablo, et al.
Published: (2024)
by: Alonso-Jiménez, Pablo, et al.
Published: (2024)
A Novel Automatic Framework for Speaker Drift Detection in Synthesized Speech
by: Huang, Jia-Hong, et al.
Published: (2026)
by: Huang, Jia-Hong, et al.
Published: (2026)
Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models
by: Jung, Kyudan, et al.
Published: (2026)
by: Jung, Kyudan, et al.
Published: (2026)
TFGA-Net: Temporal-Frequency Graph Attention Network for Brain-Controlled Speaker Extraction
by: Si, Youhao, et al.
Published: (2025)
by: Si, Youhao, et al.
Published: (2025)
Exploring Speaker Diarization with Mixture of Experts
by: Yang, Gaobin, et al.
Published: (2025)
by: Yang, Gaobin, et al.
Published: (2025)
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)
by: Kang, Jiawen, et al.
Published: (2024)
The SVASR System for Text-dependent Speaker Verification (TdSV) AAIC Challenge 2024
by: Molavi, Mohammadreza, et al.
Published: (2024)
by: Molavi, Mohammadreza, et al.
Published: (2024)
Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan
by: Hossein, Zeinali, et al.
Published: (2024)
by: Hossein, Zeinali, et al.
Published: (2024)
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space
by: Liu, Xuechen, et al.
Published: (2024)
by: Liu, Xuechen, et al.
Published: (2024)
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data
by: Shibata, Yuto, et al.
Published: (2025)
by: Shibata, Yuto, et al.
Published: (2025)
The VoxCeleb Speaker Recognition Challenge: A Retrospective
by: Huh, Jaesung, et al.
Published: (2024)
by: Huh, Jaesung, et al.
Published: (2024)
CrossSpeech++: Cross-lingual Speech Synthesis with Decoupled Language and Speaker Generation
by: Kim, Ji-Hoon, et al.
Published: (2024)
by: Kim, Ji-Hoon, et al.
Published: (2024)
Disentangling Age and Identity with a Mutual Information Minimization Approach for Cross-Age Speaker Verification
by: Zhang, Fengrun, et al.
Published: (2024)
by: Zhang, Fengrun, et al.
Published: (2024)
Similar Items
-
Layer-aware TDNN: Speaker Recognition Using Multi-Layer Features from Pre-Trained Models
by: Kim, Jin Sob, et al.
Published: (2024) -
A Robust framework for sound event localization and detection on real recordings
by: Kim, Jin Sob, et al.
Published: (2025) -
DEX-TTS: Diffusion-based EXpressive Text-to-Speech with Style Modeling on Time Variability
by: Park, Hyun Joon, et al.
Published: (2024) -
WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory
by: Kim, Jin Sob, et al.
Published: (2025) -
SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning
by: Nam, KiHyun, et al.
Published: (2026)