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Speaker Identification

Papers

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Showing 51–100 of 248 papers

TitleStatusHype
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
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language ModelsCode1
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
Non-uniform Speaker Disentanglement For Depression Detection From Raw Speech SignalsCode1
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
MPCHAT: Towards Multimodal Persona-Grounded ConversationCode1
Ordered and Binary Speaker Embedding—0
On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications—0
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation UnderstandingCode1
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
ASiT: Local-Global Audio Spectrogram vIsion Transformer for Event ClassificationCode1
MelHuBERT: A simplified HuBERT on Mel spectrogramsCode1
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
Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG—0
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation—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
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languagesCode1
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models—0
Masked Autoencoders that ListenCode1
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification—0
End-to-End Chinese Speaker IdentificationCode1
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
Extended U-Net for Speaker Verification in Noisy EnvironmentsCode1
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
PaddleSpeech: An Easy-to-Use All-in-One Speech ToolkitCode6
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
ATST: Audio Representation Learning with Teacher-Student TransformerCode1
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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