SOTAVerified

Speaker Recognition

Speaker Recognition is the process of identifying or confirming the identity of a person given his speech segments.

Source: Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 435 papers

TitleStatusHype
Estimating Uniqueness of I-Vector Representation of Human Voice—0
Detection and Analysis of Content Creator Collaborations in YouTube Videos using Face- and Speaker-Recognition—0
Detecting Agreement in Multi-party Conversational AI—0
Delving into VoxCeleb: environment invariant speaker recognition—0
Blind score normalization method for PLDA based speaker recognition—0
DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals—0
Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information—0
Deep Speaker Vectors for Semi Text-independent Speaker Verification—0
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents—0
A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion—0
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances—0
Bayesian calibration for forensic evidence reporting—0
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices—0
An improved uncertainty propagation method for robust i-vector based speaker recognition—0
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
Deep Neural Networks for Automatic Speaker Recognition Do Not Learn Supra-Segmental Temporal Features—0
Deep neural network based i-vector mapping for speaker verification using short utterances—0
Avengers Assemble: Amalgamation of Non-Semantic Features for Depression Detection—0
An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS—0
A Generative Model for Score Normalization in Speaker Recognition—0
A comparison of linear and non-linear calibrations for speaker recognition—0
A Comparative Evaluation of Deep Learning Models for Speech Enhancement in Real-World Noisy Environments—0
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection—0
Deep learning methods in speaker recognition: a review—0
Deep Learning for Single and Multi-Session i-Vector Speaker Recognition—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1w2v2-aamEER1.88—Unverified
2WavLM+ECAPA-TDNNEER0.39—Unverified