| | --- |
| | dataset_info: |
| | - config_name: en |
| | features: |
| | - name: audio_output_path |
| | dtype: string |
| | - name: prompt_text |
| | dtype: string |
| | - name: prompt_audio |
| | dtype: string |
| | - name: text_input |
| | dtype: string |
| | - name: audio_ground_truth |
| | dtype: string |
| | splits: |
| | - name: test_wer |
| | num_examples: 1088 |
| | - name: test_sim |
| | num_examples: 1086 |
| | - config_name: zh |
| | features: |
| | - name: audio_output_path |
| | dtype: string |
| | - name: prompt_text |
| | dtype: string |
| | - name: prompt_audio |
| | dtype: string |
| | - name: text_input |
| | dtype: string |
| | - name: audio_ground_truth |
| | dtype: string |
| | splits: |
| | - name: test_wer |
| | num_examples: 2020 |
| | - name: test_sim |
| | num_examples: 2018 |
| | - name: test_wer_hardcase |
| | num_examples: 400 |
| |
|
| | configs: |
| | - config_name: en |
| | data_files: |
| | - split: test_wer |
| | path: en/meta.jsonl |
| | - split: test_sim |
| | path: en/non_para_reconstruct_meta.jsonl |
| | - config_name: zh |
| | data_files: |
| | - split: test_wer |
| | path: zh/meta.jsonl |
| | - split: test_sim |
| | path: zh/non_para_reconstruct_meta.jsonl |
| | - split: test_wer_hardcase |
| | path: zh/hardcase.jsonl |
| |
|
| | --- |
| | |
| | # SeedTTS Evaluation Dataset |
| |
|
| | This dataset contains evaluation data for SeedTTS text-to-speech model testing in multiple languages. |
| |
|
| | Original repo from: [https://github.com/BytedanceSpeech/seed-tts-eval](https://github.com/BytedanceSpeech/seed-tts-eval) |
| |
|
| | --- |
| |
|
| | ## Languages |
| |
|
| | * **English (en)**: Contains `test_wer` and `test_sim` splits |
| | * **Chinese (zh)**: Contains `test_wer`, `test_sim`, and `test_wer_hardcase` splits |
| |
|
| | --- |
| |
|
| | ## Usage |
| |
|
| | ```python |
| | |
| | # makesure: pip install datasets==3.5.1 |
| | |
| | import os |
| | from datasets import load_dataset |
| | |
| | repo_dir = "hhqx/seedtts_testset" |
| | |
| | ds_en = load_dataset(repo_dir, 'en', trust_remote_code=True) |
| | print(ds_en['test_wer'][0]) |
| | |
| | ds_zh = load_dataset(repo_dir, 'zh', trust_remote_code=True) |
| | print(ds_zh['test_sim'][0]) |
| | |
| | |
| | # Access specific splits |
| | en_wer = ds_en['test_wer'] |
| | en_sim = ds_en['test_sim'] |
| | |
| | zh_wer = ds_zh['test_wer'] |
| | zh_sim = ds_zh['test_sim'] |
| | zh_hardcase = ds_zh['test_wer_hardcase'] |
| | |
| | |
| | for config, split in [ |
| | ['en', 'test_wer'], |
| | ['en', 'test_sim'], |
| | ['zh', 'test_wer'], |
| | ['zh', 'test_sim'], |
| | ['zh', 'test_wer_hardcase'], |
| | ]: |
| | data = load_dataset(repo_dir, config, trust_remote_code=True, split=split) |
| | for item in data: |
| | for key, value in item.items(): |
| | if key in ['audio_ground_truth', 'prompt_audio', ] and value: |
| | assert os.path.exists(value), f'path not exist: {value}' |
| | print("len of {} {}: {}".format(config, split, len(data))) |
| | ``` |
| |
|
| | --- |
| |
|
| | ## Data Structure |
| |
|
| | ### Dataset Info (example) |
| |
|
| | ```yaml |
| | dataset_info: |
| | - config_name: en |
| | features: |
| | - audio_output_path: string |
| | - prompt_text: string |
| | - prompt_audio: string |
| | - text_input: string |
| | - audio_ground_truth: string |
| | splits: |
| | - name: test_wer |
| | num_examples: 1088 # Update with actual numbers |
| | - name: test_sim |
| | num_examples: 1086 # Update with actual numbers |
| | |
| | - config_name: zh |
| | features: |
| | - audio_output_path: string |
| | - prompt_text: string |
| | - prompt_audio: string |
| | - text_input: string |
| | - audio_ground_truth: string |
| | splits: |
| | - name: test_wer |
| | num_examples: 2020 # Update with actual numbers |
| | - name: test_sim |
| | num_examples: 2018 # Update with actual numbers |
| | - name: test_wer_hardcase |
| | num_examples: 400 # Update with actual numbers |
| | ``` |
| |
|
| | --- |
| |
|
| | ## Configs & Data Files Mapping |
| |
|
| | ```yaml |
| | configs: |
| | - config_name: en |
| | data_files: |
| | - split: test_wer |
| | path: data/en_meta.jsonl |
| | - split: test_sim |
| | path: data/en_non_para_reconstruct_meta.jsonl |
| | |
| | - config_name: zh |
| | data_files: |
| | - split: test_wer |
| | path: data/zh_meta.jsonl |
| | - split: test_sim |
| | path: data/zh_non_para_reconstruct_meta.jsonl |
| | - split: test_wer_hardcase |
| | path: data/zh_hardcase.jsonl |
| | ``` |
| |
|
| | --- |
| |
|
| | ## File Structure |
| |
|
| | ``` |
| | . |
| | ├── seedtts_dataset.py # Your dataset loading script |
| | ├── README.md # This file |
| | ├── data/ |
| | │ ├── en_meta.jsonl |
| | │ ├── en_non_para_reconstruct_meta.jsonl |
| | │ ├── en.tgz # Compressed wav/audio files for English |
| | │ ├── zh_meta.jsonl |
| | │ ├── zh_non_para_reconstruct_meta.jsonl |
| | │ ├── zh_hardcase.jsonl |
| | │ └── zh.tgz # Compressed wav/audio files for Chinese |
| | ├── convert_seedtts_to_dataset.py |
| | ├── test_demo.py |
| | ``` |
| |
|
| | --- |
| |
|
| | ## Notes |
| |
|
| | * The `.tgz` files contain the audio `.wav` files and will be automatically extracted to the local Hugging Face cache directory during dataset loading. |
| | * To control where the data archive is extracted and cached, use the `cache_dir` argument in `load_dataset`, e.g.: |
| |
|
| | ```python |
| | ds = load_dataset("path/to/seedtts-dataset-repo", "en", cache_dir="/your/fast/storage/path") |
| | ``` |
| |
|