ecapa-tdnn 开源项目推荐（45 个）

wenet-e2e /wespeaker

面向研究和生产的说话人验证、识别和拨号工具包

yeyupiaoling /VoiceprintRecognition-Pytorch

This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the same time, this project also supports MelSpectrogram, Spectrogram data preprocessing methods

TaoRuijie /ECAPA-TDNN

用于说话人识别的 ECAPA-TDNN 非官方复现（仅在 Vox2 上训练时，Vox1_O 的 EER=0.86）

yeyupiaoling /AudioClassification-Pytorch

Pytorch 的声音分类实现支持 EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE 等模型，以及多种预处理方法。

yeyupiaoling /VoiceprintRecognition-PaddlePaddle

本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模型，同时本项目也支持了MelSpectrogram、Spectrogram、MFCC、Fbank等多种数据预处理方法

yeyupiaoling /AudioClassification-PaddlePaddle

基于PaddlePaddle实现的音频分类，支持EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE等各种模型，还有多种预处理方法

Rumeysakeskin /Speaker-Verification

Verifying the identity of a person from characteristics of the voice independent from language via NVIDIA NeMo models (ECAPA-TDNN, SpeakerNet, TitaNet-L).

mrjunjieli /wespeaker_u_cube

Wespeaker implementations for speaker recognition and verification: U3-xi,Uncertainty aware AAM Softmax, Score normalization, calibration, and unofficial RecXi (NeurIPS 2023) source code.

radinshayanfar /speaker-verification

Speaker verification task with ECAPA-TDNN model (trained on Persian dataset)

PunkMale /ECAPA-TDNN-CNCeleb

针对CN-Celeb数据集的基于ECAPA-TDNN的说话人识别的pytorch实现

nhut-ngnn /Multimodal-Speech-Emotion-Recognition

A multimodal SER project combining BERT and ECAPA-TDNN with cross-attention-based fusion on the IEMOCAP dataset.

Komalpreet2809 /Vanta

Target speaker extraction — isolate any voice from a noisy recording using a short reference clip. Conv-TasNet separator and ECAPA-TDNN encoder, both trained from scratch.

alessandropec /data_driven_ai_voice_cloning

This repository contain the code of the main part of my master thesis degree at Politecnico di Torino in Data science & Engineering

konas122 /Voiceprint-Recognition

该项目在 GitHub 上没有填写描述

vecnode /training

📈 Model training, Pre-Training and Fine-Tuning workspace, scaling from a single RTX 3090 (24GB).

David-Khutsishvili /Secure-Gateway-DLProject

Multi-modal biometric authentication system combining face recognition (FaceNet), speaker verification (ECAPA-TDNN), and speech-to-text with liveness detection. Built with PyTorch. 99.5% test accuracy (on personal Data Set).

Akhileshkachhwaha26 /Voice-Matching-AI

Full-stack AI speaker verification system using SpeechBrain's ECAPA-TDNN model to generate voice embeddings and verify speaker identity via cosine similarity. Built with FastAPI backend and React frontend.

mohit-jadav01 /Audio-Classification-Hub

Production-ready AI voice biometric authentication platform using FastAPI, SpeechBrain ECAPA-TDNN, and Tensorflow. Generate offline Python SDKs (.whl) for secure speaker verification with zero cloud dependency.

harshita-bfly /Speaker_verification

Speaker verification of virtual assistants using ECAPA-TDNN model from SpeechBrain toolkit and transfer learning approach emphasizing on inter and intra comparision (text independent and dependent).

phatpham9 /Voice-Login-ECAPA-TDNN

A text-independent speaker verification system built with ECAPA-TDNN (Emphasized Channel Attention, Propagation and Aggregation in Time Delay Neural Network) from SpeechBrain.