SOTAVerified

Speaker Identification

Papers

Showing 101125 of 248 papers

TitleStatusHype
Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention0
WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment0
Listen only to me! How well can target speech extraction handle false alarms?0
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification0
Karaoker: Alignment-free singing voice synthesis with speech training data0
Improved Relation Networks for End-to-End Speaker Verification and Identification0
Streaming Speaker-Attributed ASR with Token-Level Speaker EmbeddingsCode1
NeuraGen-A Low-Resource Neural Network based approach for Gender Classification0
Speaker Identification Experiments Under Gender De-Identification0
On the relevance of bandwidth extension for speaker identification0
openFEAT: Improving Speaker Identification by Open-set Few-shot Embedding Adaptation with Transformer0
Speech watermarking: an approach for the forensic analysis of digital telephonic recordings0
Tubes Among Us: Analog Attack on Automatic Speaker Identification0
Cross-Lingual Speaker Identification from Weak Local Evidence0
The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices0
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural SpeechCode1
Target Speech Extraction: Independent Vector Extraction Guided by Supervised Speaker Identification0
A Study of Acoustic Features in Arabic Speaker Identification under Noisy Environmental Conditions0
SSAST: Self-Supervised Audio Spectrogram TransformerCode2
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language ProcessingCode1
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-TrainingCode1
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition0
Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR0
PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation ExtractionCode0
Compositional Clustering: Applications to Multi-Label Object Recognition and Speaker IdentificationCode0
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Benchmark Results

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