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Speaker Identification

Papers

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Showing 101–150 of 248 papers

TitleStatusHype
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
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification—0
Karaoker: Alignment-free singing voice synthesis with speech training data—0
Improved Relation Networks for End-to-End Speaker Verification and Identification—0
Streaming Speaker-Attributed ASR with Token-Level Speaker EmbeddingsCode1
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
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural SpeechCode1
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
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 Recognition—0
Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR—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
FastAudio: A Learnable Audio Front-End for Spoof Speech DetectionCode1
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
Representation Learning to Classify and Detect Adversarial Attacks against Speaker and Speech Recognition Systems—0
QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus—0
Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition—0
Graph-based Label Propagation for Semi-Supervised Speaker Identification—0
Learning Audio-Visual DereverberationCode1
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation UnderstandingCode1
Supervised Speech Representation Learning for Parkinson's Disease ClassificationCode1
PF-Net: Personalized Filter for Speaker Recognition from Raw WaveformCode0
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings—0
End-to-End Speaker-Attributed ASR with Transformer—0
Streaming Multi-talker Speech Recognition with Joint Speaker Identification—0
A Survey on Paralinguistics in Tamil Speech Processing—0
Speech Resynthesis from Discrete Disentangled Self-Supervised RepresentationsCode1
Voice Privacy with Smart Digital Assistants in Educational Settings—0
Blind Speech Separation and Dereverberation using Neural BeamformingCode1
Triplet loss based embeddings for forensic speaker identification in Spanish—0
A Modulation-Domain Loss for Neural-Network-based Real-time Speech EnhancementCode1
CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions—0
Speaker attribution with voice profiles by graph-based semi-supervised learning—0
Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenarioCode0
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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