Imagen de Portada

SpeakerRPL v2: Robust Open-set Speaker Identification through Enhanced Few-shot Foundation Tuning and Model Fusion

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Zhiyong, Wu, Shuhang, Duan, Yingjie, Xu, Xinkang, Hu, Xinhui
Formato:	Preprint
Publicado:	2026
Materias:	Audio and Speech Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Learning Emotion-Invariant Speaker Representations for Speaker Verification
por: Tian, Jingguang, et al.
Publicado: (2025)

Enhancing Open-Set Speaker Identification through Rapid Tuning with Speaker Reciprocal Points and Negative Sample
por: Chen, Zhiyong, et al.
Publicado: (2024)

openFEAT: Improving Speaker Identification by Open-set Few-shot Embedding Adaptation with Transformer
por: C, Kishan K, et al.
Publicado: (2022)

Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
por: Li, Xiao, et al.
Publicado: (2025)

VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark
por: Lin, Yuke, et al.
Publicado: (2024)

Pretraining Multi-Speaker Identification for Neural Speaker Diarization
por: Horiguchi, Shota, et al.
Publicado: (2025)

Rhythm Features for Speaker Identification
por: Mehlman, Nick, et al.
Publicado: (2025)

Enhancing Target Speaker Extraction with Explicit Speaker Consistency Modeling
por: Wu, Shu, et al.
Publicado: (2025)

The THU-HCSI Multi-Speaker Multi-Lingual Few-Shot Voice Cloning System for LIMMITS'24 Challenge
por: Zhou, Yixuan, et al.
Publicado: (2024)

A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification
por: Zhang, You, et al.
Publicado: (2022)

Joint Optimization of Speaker and Spoof Detectors for Spoofing-Robust Automatic Speaker Verification
por: Kurnaz, Oğuzhan, et al.
Publicado: (2025)

Discrete Audio Representations for Automated Audio Captioning
por: Tian, Jingguang, et al.
Publicado: (2025)

A Toolkit for Joint Speaker Diarization and Identification with Application to Speaker-Attributed ASR
por: Morrone, Giovanni, et al.
Publicado: (2024)

UNet-Based Fusion and Exponential Moving Average Adaptation for Noise-Robust Speaker Recognition
por: Gan, Chong-Xin, et al.
Publicado: (2026)

Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning
por: Wu, Haibin, et al.
Publicado: (2021)

Enhancing Age-Related Robustness in Children Speaker Verification
por: Shetty, Vishwas M., et al.
Publicado: (2025)

Emotional Styles Hide in Deep Speaker Embeddings: Disentangle Deep Speaker Embeddings for Speaker Clustering
por: Lin, Chaohao, et al.
Publicado: (2025)

Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations
por: Jeon, Yejin, et al.
Publicado: (2024)

Study on Inter and Intra Speaker Variability in Speaker Recognition
por: Okhotnikov, Anton, et al.
Publicado: (2024)

An Age-Agnostic System for Robust Speaker Verification
por: Zheng, Jiusi, et al.
Publicado: (2025)

Multi-Speaker DOA Estimation in Binaural Hearing Aids using Deep Learning and Speaker Count Fusion
por: Jazaeri, Farnaz, et al.
Publicado: (2025)

In This Environment, As That Speaker: A Text-Driven Framework for Multi-Attribute Speech Conversion
por: Jin, Jiawei, et al.
Publicado: (2025)

On the Role of Spatial Features in Foundation-Model-Based Speaker Diarization
por: Deegen, Marc, et al.
Publicado: (2026)

Exploring Speech Foundation Models for Speaker Diarization Across Lifespan
por: Xu, Anfeng, et al.
Publicado: (2026)

Improving the Speaker Anonymization Evaluation's Robustness to Target Speakers with Adversarial Learning
por: Franzreb, Carlos, et al.
Publicado: (2025)

ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation
por: Fu, Ruibo, et al.
Publicado: (2024)

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
por: HU, Shujie, et al.
Publicado: (2025)

Optimizing a-DCF for Spoofing-Robust Speaker Verification
por: Kurnaz, Oğuzhan, et al.
Publicado: (2024)

Robust Audio-Visual Target Speaker Extraction with Emotion-Aware Multiple Enrollment Fusion
por: Jin, Zhan, et al.
Publicado: (2025)

Speaker Contrastive Learning for Source Speaker Tracing
por: Wang, Qing, et al.
Publicado: (2024)

Noro: Noise-Robust One-shot Voice Conversion with Hidden Speaker Representation Learning
por: He, Haorui, et al.
Publicado: (2024)

3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization
por: Chen, Yafeng, et al.
Publicado: (2024)

Multi-Input Multi-Output Target-Speaker Voice Activity Detection For Unified, Flexible, and Robust Audio-Visual Speaker Diarization
por: Cheng, Ming, et al.
Publicado: (2024)

Multi-Label Training for Text-Independent Speaker Identification
por: Xue, Yuqi
Publicado: (2022)

Whisper Speaker Identification: Leveraging Pre-Trained Multilingual Transformers for Robust Speaker Embeddings
por: Emon, Jakaria Islam, et al.
Publicado: (2025)

Generating Novel and Realistic Speakers for Voice Conversion
por: Chen, Meiying Melissa, et al.
Publicado: (2025)

Cochleagram-based Noise Adapted Speaker Identification System for Distorted Speech
por: Ahmed, Sabbir, et al.
Publicado: (2025)

DNN based HRIRs Identification with a Continuously Rotating Speaker Array
por: Ko, Byeong-Yun, et al.
Publicado: (2025)

Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR
por: Li, Shaojun, et al.
Publicado: (2024)

A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition
por: Zhou, Zhenyu, et al.
Publicado: (2024)