# Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan

arXiv: https://arxiv.org/abs/2404.13428 · HTML: https://mlsanity.com/paper/2404.13428/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- Builds on 1 of its 5 references that are in the map.
- First posted on arXiv 20 Apr 2024.

## Builds on (most cited first, 1 of 1)

- [A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: the DeepMine Database](https://mlsanity.com/paper/1912.03627/) (2019)

## Built on by (most cited first, 2 of 2)

- [Memory-Efficient Training for Text-Dependent SV with Independent Pre-trained Models](https://mlsanity.com/paper/2411.10828/) (2024)
- [Text-Dependent Speaker Verification (TdSV) Challenge 2024: Team Naive System Report](https://mlsanity.com/paper/2605.14896/) (2026)

## Abstract (arXiv)

This document outlines the Text-dependent Speaker Verification (TdSV) Challenge 2024, which centers on analyzing and exploring novel approaches for text-dependent speaker verification. The primary goal of this challenge is to motive participants to develop single yet competitive systems, conduct thorough analyses, and explore innovative concepts such as multi-task learning, self-supervised learning, few-shot learning, and others, for text-dependent speaker verification.