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DreamVoice Dataset

Introduction

The DreamVoice dataset is designed to support research in text-guided voice conversion and synthetic voice generation. The dataset is structured into three main files:

  • dreamvoice_s1_raw_label.csv: Contains raw keyword votes from multiple experts. Each row represents the collective opinions of experts regarding various aspects of the speaker's voice characteristics.
  • dreamvoice_s2_keyword.csv: Provides verified keywords for each speaker, serving as a reliable reference for their voice profile based on expert consensus.
  • dreamvoice_s3_synthetic_prompt.csv: Includes synthetic timbre description prompts. These prompts are designed to describe the unique timbre characteristics of each speaker, facilitating the generation of synthetic voices that match specific timbral qualities.

Usage

To use the DreamVoice dataset in your research or projects, follow these steps:

  1. Download VCTK and LibriTTS-R Datasets
    The DreamVoice dataset is built to work with the VCTK and LibriTTS-R speech datasets. You can download them from the following links:

  2. Working with the Dataset
    Once the datasets are downloaded, you can combine them with the DreamVoice dataset based on the column speaker_id.