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Speaker Identification

Papers

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Showing 76–100 of 248 papers

TitleStatusHype
Masked Modeling Duo: Towards a Universal Audio Pre-training FrameworkCode0
Removing Speaker Information from Speech Representation using Variable-Length Soft Pooling—0
Hearing-Loss Compensation Using Deep Neural Networks: A Framework and Results From a Listening Test—0
A Closer Look at Wav2Vec2 Embeddings for On-Device Single-Channel Speech Enhancement—0
Unraveling Adversarial Examples against Speaker Identification -- Techniques for Attack Detection and Victim Model Classification—0
Effect of utterance duration and phonetic content on speaker identification using second-order statistical methods—0
Significance of Chirp MFCC as a Feature in Speech and Audio Applications—0
Probing Self-supervised Learning Models with Target Speech Extraction—0
Speech Rhythm-Based Speaker Embeddings Extraction from Phonemes and Phoneme Duration for Multi-Speaker Speech Synthesis—0
Post-Training Embedding Alignment for Decoupling Enrollment and Runtime Speaker Recognition Models—0
SIG: Speaker Identification in Literature via Prompt-Based GenerationCode0
Voxceleb-ESP: preliminary experiments detecting Spanish celebrities from their voices—0
Efficiency-oriented approaches for self-supervised speech representation learning—0
Privacy-preserving Representation Learning for Speech Understanding—0
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis—0
Test-Time Training for Speech—0
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks—0
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction—0
An Effective Transformer-based Contextual Model and Temporal Gate Pooling for Speaker IdentificationCode0
Gammatonegram Representation for End-to-End Dysarthric Speech Processing Tasks: Speech Recognition, Speaker Identification, and Intelligibility AssessmentCode0
Read, Look or Listen? What's Needed for Solving a Multimodal Dataset—0
VoxWatch: An open-set speaker recognition benchmark on VoxCeleb—0
Meta-Learning Framework for End-to-End Imposter Identification in Unseen Speaker Recognition—0
Few-Shot Speaker Identification Using Lightweight Prototypical Network with Feature Grouping and Interaction—0
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All datasetsVoxCeleb1EVI en-GBEVI fr-FREVI pl-PL

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MSM-MAETop-1 (%)96.6—Unverified
2M2D/0.6Top-1 (%)96.5—Unverified
3M2D/0.7Top-1 (%)96.3—Unverified
4M2D ratio=0.6Top-1 (%)94.8—Unverified
5AudioMAE (local)Top-1 (%)94.8—Unverified
6ATST Base (ours)Top-1 (%)94.3—Unverified
7AudioMAE (global)Top-1 (%)94.1—Unverified
8AutoSpeech (N=8,C=128)Top-1 (%)87.66—Unverified
9SSAST-FRAMETop-1 (%)80.8—Unverified
10SSAMBATop-1 (%)70.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Fuzzy RetrievalTop-1 (%)67.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Fuzzy RetrievalTop-1 (%)80.83—Unverified
#ModelMetricClaimedVerifiedStatus
1Fuzzy RetrievalTop-1 (%)95.13—Unverified