SOTAVerified

Speaker Identification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 248 papers

TitleStatusHype
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
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
Streaming Multi-talker Speech Recognition with Joint Speaker Identification—0
End-to-End Speaker-Attributed ASR with Transformer—0
A Survey on Paralinguistics in Tamil Speech Processing—0
Voice Privacy with Smart Digital Assistants in Educational Settings—0
Triplet loss based embeddings for forensic speaker identification in Spanish—0
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
Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings—0
A Study of Few-Shot Audio Classification—0
How Far Are We from Robust Voice Conversion: A Survey—0
Multi-Modal Emotion Detection with Transfer Learning—0
T-vectors: Weakly Supervised Speaker Identification Using Hierarchical Transformer Model—0
Compositional embedding models for speaker identification and diarization with simultaneous speech from 2+ speakersCode0
Contrastive Learning of General-Purpose Audio RepresentationsCode0
A Lightweight Speaker Recognition System Using Timbre Properties—0
Remarks on Optimal Scores for Speaker Recognition—0
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems—0
Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers—0
Integrated Replay Spoofing-aware Text-independent Speaker Verification—0
Speaker and Posture Classification using Instantaneous Intraspeech Breathing Features—0
Identify Speakers in Cocktail Parties with End-to-End AttentionCode0
Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio RepresentationCode0
Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification—0
Speaker Recognition in Bengali Language from Nonlinear Features—0
End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification—0
Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data—0
Speaker Identification using EEG—0
Multi-Task Learning with Auxiliary Speaker Identification for Conversational Emotion Recognition—0
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention—0
Supervised Speaker Embedding De-Mixing in Two-Speaker Environment—0
Robust Speaker Recognition Using Speech Enhancement And Attention Model—0
The Deterministic plus Stochastic Model of the Residual Signal and its Applications—0
Advances in Online Audio-Visual Meeting Transcription—0
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?—0
Supervised Initialization of LSTM Networks for Fundamental Frequency Detection in Noisy Speech Signals—0
Reducing audio membership inference attack accuracy to chance: 4 defenses—0
Adaptive blind audio source extraction supervised by dominant speaker identification using x-vectors—0
Delving into VoxCeleb: environment invariant speaker recognitionCode0
Word-level Embeddings for Cross-Task Transfer Learning in Speech ProcessingCode0
H-VECTORS: Utterance-level Speaker Embedding Using A Hierarchical Attention Model—0
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networksCode0
Emirati-Accented Speaker Identification in Stressful Talking Conditions—0
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model—0
Show:102550
← PrevPage 4 of 5Next →
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