SOTAVerified

Speaker Identification

Papers

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Showing 101–150 of 248 papers

TitleStatusHype
Ordered and Binary Speaker Embedding—0
On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications—0
Security and Privacy Problems in Voice Assistant Applications: A Survey—0
Unsupervised Speech Representation Pooling Using Vector QuantizationCode0
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones—0
Ensemble knowledge distillation of self-supervised speech models—0
ExARN: self-attending RNN for target speaker extraction—0
Multi-Label Training for Text-Independent Speaker Identification—0
Privacy-Utility Balanced Voice De-Identification Using Adversarial Examples—0
Symmetric Saliency-based Adversarial Attack To Speaker Identification—0
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the InputCode0
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation—0
Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG—0
Cross-Lingual Speaker Identification Using Distant SupervisionCode0
Text Independent Speaker Identification System for Access Control—0
Computing with Hypervectors for Efficient Speaker Identification—0
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models—0
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification—0
Speaker Diarization and Identification from Single-Channel Classroom Audio Recording Using Virtual Microphones—0
iEmoTTS: Toward Robust Cross-Speaker Emotion Transfer and Control for Speech Synthesis based on Disentanglement between Prosody and Timbre—0
Identifying Source Speakers for Voice Conversion based Spoofing Attacks on Speaker Verification Systems—0
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations—0
Speaker Identification using Speech Recognition—0
Silence is Sweeter Than Speech: Self-Supervised Model Using Silence to Store Speaker Information—0
VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution—0
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and IdentificationCode0
Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention—0
WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment—0
Listen only to me! How well can target speech extraction handle false alarms?—0
Karaoker: Alignment-free singing voice synthesis with speech training data—0
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification—0
Improved Relation Networks for End-to-End Speaker Verification and Identification—0
NeuraGen-A Low-Resource Neural Network based approach for Gender Classification—0
Speaker Identification Experiments Under Gender De-Identification—0
On the relevance of bandwidth extension for speaker identification—0
openFEAT: Improving Speaker Identification by Open-set Few-shot Embedding Adaptation with Transformer—0
Speech watermarking: an approach for the forensic analysis of digital telephonic recordings—0
Tubes Among Us: Analog Attack on Automatic Speaker Identification—0
Cross-Lingual Speaker Identification from Weak Local Evidence—0
The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices—0
Target Speech Extraction: Independent Vector Extraction Guided by Supervised Speaker Identification—0
A Study of Acoustic Features in Arabic Speaker Identification under Noisy Environmental Conditions—0
Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR—0
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition—0
PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation ExtractionCode0
Compositional Clustering: Applications to Multi-Label Object Recognition and Speaker IdentificationCode0
Improving Speaker Identification for Shared Devices by Adapting Embeddings to Speaker Subsets—0
Towards Making the Most of Dialogue Characteristics for Neural Chat TranslationCode0
QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus—0
A Real-time Speaker Diarization System Based on Spatial Spectrum—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