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.hfignore

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+.cache/
+cache/
+*.tmp
+*.log

README.md

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+---
+language:
+- en
+- zh
+task_categories:
+- automatic-speech-recognition
+tags:
+- audio
+- speech
+- asr
+- robustness
+- noisy-speech
+pretty_name: Voices-in-the-Wild-Bench
+configs:
+- config_name: default
+  data_files:
+  - split: real_distortion
+    path: data/real_distortion-*.parquet
+  - split: real_dropout
+    path: data/real_dropout-*.parquet
+  - split: real_echo
+    path: data/real_echo-*.parquet
+  - split: real_far_field
+    path: data/real_far_field-*.parquet
+  - split: real_mixed
+    path: data/real_mixed-*.parquet
+  - split: real_noise
+    path: data/real_noise-*.parquet
+  - split: real_obstructed
+    path: data/real_obstructed-*.parquet
+  - split: real_recording
+    path: data/real_recording-*.parquet
+  - split: syn_distortion
+    path: data/syn_distortion-*.parquet
+  - split: syn_dropout
+    path: data/syn_dropout-*.parquet
+  - split: syn_echo
+    path: data/syn_echo-*.parquet
+  - split: syn_far_field
+    path: data/syn_far_field-*.parquet
+  - split: syn_mixed
+    path: data/syn_mixed-*.parquet
+  - split: syn_noise
+    path: data/syn_noise-*.parquet
+  - split: syn_obstructed
+    path: data/syn_obstructed-*.parquet
+  - split: syn_recording
+    path: data/syn_recording-*.parquet
+dataset_info:
+  features:
+  - name: audio
+    dtype: audio
+  - name: file_name
+    dtype: string
+  - name: audio_path
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answer
+    dtype: string
+  - name: text
+    dtype: string
+  - name: subset
+    dtype: string
+  - name: prediction
+    dtype: string
+  - name: name
+    dtype: string
+  - name: index
+    dtype: int64
+  splits:
+  - name: real_distortion
+    num_bytes: 55456214
+    num_examples: 150
+  - name: real_dropout
+    num_bytes: 58456076
+    num_examples: 150
+  - name: real_echo
+    num_bytes: 55733234
+    num_examples: 150
+  - name: real_far_field
+    num_bytes: 53090202
+    num_examples: 150
+  - name: real_mixed
+    num_bytes: 167280376
+    num_examples: 450
+  - name: real_noise
+    num_bytes: 57922174
+    num_examples: 150
+  - name: real_obstructed
+    num_bytes: 58394744
+    num_examples: 150
+  - name: real_recording
+    num_bytes: 54165700
+    num_examples: 150
+  - name: syn_distortion
+    num_bytes: 137076996
+    num_examples: 350
+  - name: syn_dropout
+    num_bytes: 135151778
+    num_examples: 350
+  - name: syn_echo
+    num_bytes: 135258644
+    num_examples: 350
+  - name: syn_far_field
+    num_bytes: 131172250
+    num_examples: 350
+  - name: syn_mixed
+    num_bytes: 402623750
+    num_examples: 1050
+  - name: syn_noise
+    num_bytes: 132750710
+    num_examples: 350
+  - name: syn_obstructed
+    num_bytes: 132297710
+    num_examples: 350
+  - name: syn_recording
+    num_bytes: 132296064
+    num_examples: 350
+---
+
+# Voices-in-the-Wild-Bench
+
+Voices-in-the-Wild-Bench is a bilingual benchmark for evaluating robust automatic speech recognition under real-world acoustic conditions. It contains 5,000 speech examples covering Chinese and English, synthetic and real-recorded speech, and eight acoustic scenarios.
+
+## Dataset Composition
+
+| Group | Count |
+|---|---:|
+| Synthetic speech | 3,500 |
+| Real-recorded speech | 1,500 |
+| Chinese | 2,500 |
+| English | 2,500 |
+| Total | 5,000 |
+
+## Splits
+
+Splits are organized by recording source and acoustic category. Prefixes denote source type:
+
+- `real_`: real-recorded speech
+- `syn_`: synthetic speech
+
+Available categories are `noise`, `far_field`, `obstructed`, `distortion`, `recording`, `echo`, `dropout`, and `mixed`.
+
+Example split names:
+
+```text
+real_noise
+syn_noise
+real_mixed
+syn_mixed
+```
+
+## Fields
+
+- `audio`: embedded audio feature.
+- `file_name`: release-relative audio file name.
+- `audio_path`: release-relative audio path.
+- `question`: transcription instruction.
+- `answer`: reference transcription.
+- `text`: same as `answer`, provided for ASR tooling compatibility.
+- `subset`: original subset label.
+- `prediction`: empty placeholder for model outputs.
+- `name`: sample name.
+- `index`: sample index.
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset(
+    "zhifeixie/Voices-in-the-Wild-Bench",
+    split="syn_noise",
+)
+
+sample = dataset[0]
+audio = sample["audio"]
+reference = sample["answer"]
+```
+
+## Evaluation
+
+We report CER for Chinese samples and WER for English samples. See the project repository and leaderboard for evaluation scripts, model wrappers, and submission instructions:
+
+- Repository: https://github.com/xzf-thu/Voices-in-the-Wild-Bench
+- Leaderboard: https://xzf-thu.github.io/Voices-in-the-Wild-Bench/
+
+## Citation
+
+If you use this benchmark, please cite the associated paper. Citation metadata will be updated after release.

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