SOTAVerified

Speaker Identification

Papers

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Showing 51–100 of 248 papers

TitleStatusHype
Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers—0
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models—0
Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data—0
Advanced Rich Transcription System for Estonian Speech—0
Integrated Replay Spoofing-aware Text-independent Speaker Verification—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
DASB -- Discrete Audio and Speech Benchmark—0
Effect of utterance duration and phonetic content on speaker identification using second-order statistical methods—0
Efficiency-oriented approaches for self-supervised speech representation learning—0
Emirati-Accented Speaker Identification in Stressful Talking Conditions—0
Curie: A method for protecting SVM Classifier from Poisoning Attack—0
A Toolkit for Joint Speaker Diarization and Identification with Application to Speaker-Attributed ASR—0
Cross-Lingual Speaker Identification from Weak Local Evidence—0
H-VECTORS: Utterance-level Speaker Embedding Using A Hierarchical Attention Model—0
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification—0
A Survey on Paralinguistics in Tamil Speech Processing—0
Karaoker: Alignment-free singing voice synthesis with speech training data—0
Cosine similarity-based adversarial process—0
A Study of Few-Shot Audio Classification—0
A Lightweight Speaker Recognition System Using Timbre Properties—0
Computing with Hypervectors for Efficient Speaker Identification—0
Computer-assisted Speaker Diarization: How to Evaluate Human Corrections—0
A Study of Acoustic Features in Arabic Speaker Identification under Noisy Environmental Conditions—0
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification—0
Improved Relation Networks for End-to-End Speaker Verification and Identification—0
Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification—0
A Real-time Speaker Diarization System Based on Spatial Spectrum—0
French Listening Tests for the Assessment of Intelligibility, Quality, and Identity of Body-Conducted Speech Enhancement—0
Comparison of Gender- and Speaker-adaptive Emotion Recognition—0
iEmoTTS: Toward Robust Cross-Speaker Emotion Transfer and Control for Speech Synthesis based on Disentanglement between Prosody and Timbre—0
From Benedict Cumberbatch to Sherlock Holmes: Character Identification in TV series without a Script—0
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model—0
From Speaker Identification to Affective Analysis: A Multi-Step System for Analyzing Children's Stories—0
Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition—0
A Joint Model for Quotation Attribution and Coreference Resolution—0
Improving Speaker Identification for Shared Devices by Adapting Embeddings to Speaker Subsets—0
Few-Shot Speaker Identification Using Lightweight Prototypical Network with Feature Grouping and Interaction—0
Graph-based Label Propagation for Semi-Supervised Speaker Identification—0
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification—0
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones—0
Histogram Transform-based Speaker Identification—0
How Far Are We from Robust Voice Conversion: A Survey—0
How Redundant Is the Transformer Stack in Speech Representation Models?—0
Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention—0
Face Recognition with Machine Learning in OpenCV_ Fusion of the results with the Localization Data of an Acoustic Camera for Speaker Identification—0
Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings—0
Identification of Speakers in Novels—0
Identifying Source Speakers for Voice Conversion based Spoofing Attacks on Speaker Verification Systems—0
A Preliminary Exploration with GPT-4o Voice Mode—0
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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