Papers with Code 아카이브
Speaker Verification
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
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- 평가표
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- 보존된 평가 기록
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Speaker verification is the verifying the identity of a person from characteristics of the voice.
<span style="color:grey; opacity: 0.6">( Image credit: Contrastive-Predictive-Coding-PyTorch )</span>
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/MindSpore-paper-code-3/code10/tree/main/GMMBN
Adversarial Attacks on GMM i-vector based Speaker Verification Systems
https://github.com/MindSpore-paper-code-3/code2/tree/main/convnext
https://github.com/MindSpore-paper-code-3/code5/tree/main/res2net
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification
https://github.com/MindSpore-scientific/code-5/tree/main/RawNet
https://github.com/MugheesQasim/Voice-Cloning
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
https://github.com/PaddlePaddle/DeepSpeech
https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/ernie_sat
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing
https://github.com/Pandade1997/tera_asvproof
Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning
https://github.com/QiShanZhang/SLSforASVspoof-2021-DF
https://github.com/Recognito-Vision/Face-SDK-Linux-Demos
https://github.com/RuntimeRacer/rtvc-gcloud
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
https://github.com/ShristiShrestha/SincConvBasedSpeakerRecognition
https://github.com/Suhee05/Text-Independent-Speaker-Verification
https://github.com/Tonmoy1321/SincNet-499-Research
https://github.com/V-ivek/keras-sincnet
https://github.com/VITA-Group/AutoSpeech
AutoSpeech: Neural Architecture Search for Speaker Recognition
https://github.com/Vernacular-ai/Multimodal-Slu
Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning
https://github.com/Wadaboa/titanet
https://github.com/WenwanChen/pvad
https://github.com/YuanPJ/Voice-in-ASR
https://github.com/a-nagrani/VGGVox
https://github.com/aijianiula0601/ge2eloss-svf
https://github.com/andi611/Mockingjay-Speech-Representation
An Unsupervised Autoregressive Model for Speech Representation Learning
https://github.com/andi611/Self-Supervised-Speech-Pretraining-and-Representation-Learning
Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning
https://github.com/arthurutnehmer/3D-convolutional-speaker-recognition
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks
https://github.com/astorfi/3D-convolutional-speaker-recognition-pytorch
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks
https://github.com/audio-df-ucb/clonedvoicedetection
https://github.com/avanitanna/robustfragmentvc
https://github.com/avishai111/One-Class-Learning-with-Adaptive-Centroid-Shift-for-Audio-Deepfake-Detection
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection
https://github.com/bshall/cpc
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing
https://github.com/busytex/busyide
https://github.com/cecile-hi/regularized-adaptive-weight-modification
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection
https://github.com/coqui-ai/TTS
https://github.com/cvqluu/GE2E-Loss
https://github.com/dalonlobo/diarization-experiments
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.