| SEF-PNet: Speaker Encoder-Free Personalized Speech Enhancement with Local and Global Contexts Aggregation | Jan 20, 2025 | Speaker VerificationSpeech Enhancement | CodeCode Available | 1 |
| Frequency and Multi-Scale Selective Kernel Attention for Speaker Verification | Apr 3, 2022 | Speaker Verification | CodeCode Available | 1 |
| An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems | Apr 3, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 |
| DropClass and DropAdapt: Dropping classes for deep speaker representation learning | Feb 2, 2020 | General ClassificationRepresentation Learning | CodeCode Available | 1 |
| A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing | Mar 18, 2022 | Representation LearningSpeaker Verification | CodeCode Available | 1 |
| A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification | Feb 10, 2022 | Speaker Verification | CodeCode Available | 1 |
| Sum-Product Networks for Robust Automatic Speaker Identification | Aug 13, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification | Jul 26, 2021 | FairnessSpeaker Verification | CodeCode Available | 1 |
| An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning | Feb 6, 2020 | Reinforcement LearningSpeaker Verification | CodeCode Available | 1 |
| The 2022 Far-field Speaker Verification Challenge: Exploring domain mismatch and semi-supervised learning under the far-field scenario | Sep 12, 2022 | Speaker Verification | CodeCode Available | 1 |
| TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context | Oct 8, 2021 | speaker-diarizationSpeaker Diarization | CodeCode Available | 1 |
| Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection | Jun 25, 2020 | Binary ClassificationSpeaker Verification | CodeCode Available | 1 |
| FastAudio: A Learnable Audio Front-End for Spoof Speech Detection | Sep 6, 2021 | Speaker IdentificationSpeaker Verification | CodeCode Available | 1 |
| DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion | Sep 9, 2022 | De-identificationSpeaker Verification | CodeCode Available | 1 |
| Cross-modal information fusion for voice spoofing detection | Feb 1, 2023 | Automatic Speech Recognitionfake voice detection | CodeCode Available | 1 |
| A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification | Mar 31, 2020 | Metric LearningSpeaker Verification | CodeCode Available | 1 |
| CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds | May 1, 2023 | Speaker Verification | CodeCode Available | 1 |
| Diff-SV: A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic Models | Sep 14, 2023 | Speaker VerificationSpeech Enhancement | CodeCode Available | 1 |
| CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations | Sep 1, 2021 | Emotion ClassificationLanguage Modeling | CodeCode Available | 1 |
| Deep multi-metric learning for text-independent speaker verification | Jul 17, 2020 | Metric LearningSpeaker Verification | CodeCode Available | 1 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 |
| DS-TDNN: Dual-stream Time-delay Neural Network with Global-aware Filter for Speaker Verification | Mar 20, 2023 | Speaker VerificationText-Independent Speaker Verification | CodeCode Available | 1 |
| Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection | Sep 5, 2021 | Speaker VerificationSpoof Detection | CodeCode Available | 1 |
| End-to-end anti-spoofing with RawNet2 | Nov 2, 2020 | Audio Deepfake DetectionSpeaker Verification | CodeCode Available | 1 |
| Evaluation of Speech Representations for MOS prediction | Jun 16, 2023 | PredictionSelf-Supervised Learning | CodeCode Available | 1 |
| Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations | Feb 28, 2022 | Face SwappingSpeaker Verification | CodeCode Available | 1 |
| Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings | Jul 13, 2022 | Age EstimationSpeaker Verification | CodeCode Available | 1 |
| A Fully Tensorized Recurrent Neural Network | Oct 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Crossed-Time Delay Neural Network for Speaker Recognition | May 31, 2020 | Speaker RecognitionSpeaker Verification | CodeCode Available | 1 |
| Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning | Aug 8, 2020 | Speaker VerificationTransfer Learning | CodeCode Available | 1 |
| Bts-e: Audio deepfake detection using breathing-talking-silence encoder | May 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Generalized End-to-End Loss for Speaker Verification | Oct 28, 2017 | Domain AdaptationSpeaker Verification | CodeCode Available | 1 |
| Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation | Feb 24, 2022 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 1 |
| Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks | Jul 19, 2021 | Speaker Verification | CodeCode Available | 1 |
| Learning spectro-temporal representations of complex sounds with parameterized neural networks | Mar 12, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Leveraging speaker attribute information using multi task learning for speaker verification and diarization | Oct 27, 2020 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model | Aug 17, 2024 | Adversarial AttackSpeaker Verification | CodeCode Available | 1 |
| ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan | Sep 1, 2021 | Face SwappingSpeaker Verification | CodeCode Available | 1 |
| Mitigating Unauthorized Speech Synthesis for Voice Protection | Oct 28, 2024 | Data AugmentationFace Swapping | CodeCode Available | 1 |
| MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms | Jun 11, 2024 | Speaker Verification | CodeCode Available | 1 |
| Cross-modal Audio-visual Co-learning for Text-independent Speaker Verification | Feb 22, 2023 | Speaker VerificationText-Independent Speaker Verification | CodeCode Available | 1 |
| NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for Speaker Verification | Dec 14, 2023 | Speaker Verification | CodeCode Available | 1 |
| NPLDA: A Deep Neural PLDA Model for Speaker Verification | Feb 10, 2020 | Speaker RecognitionSpeaker Verification | CodeCode Available | 1 |
| One-class learning towards generalized voice spoofing detection | Oct 27, 2020 | Speaker Verificationtext-to-speech | CodeCode Available | 1 |
| Attack on practical speaker verification system using universal adversarial perturbations | May 19, 2021 | Real-World Adversarial AttackRoom Impulse Response (RIR) | CodeCode Available | 1 |
| Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances | Apr 4, 2021 | Speaker Verification | CodeCode Available | 1 |
| Disentanglement in a GAN for Unconditional Speech Synthesis | Jul 4, 2023 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 |
| RawNeXt: Speaker verification system for variable-duration utterances with deep layer aggregation and extended dynamic scaling policies | Dec 15, 2021 | Speaker Verification | CodeCode Available | 1 |
| FilterAugment: An Acoustic Environmental Data Augmentation Method | Oct 7, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification | Apr 17, 2019 | ClassificationData Augmentation | CodeCode Available | 1 |
