diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..1ef325f1b111266a6b26e0196871bd78baa8c2f3 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.lz4 filter=lfs diff=lfs merge=lfs -text +*.mds filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +# Audio files - uncompressed +*.pcm filter=lfs diff=lfs merge=lfs -text +*.sam filter=lfs diff=lfs merge=lfs -text +*.raw filter=lfs diff=lfs merge=lfs -text +# Audio files - compressed +*.aac filter=lfs diff=lfs merge=lfs -text +*.flac filter=lfs diff=lfs merge=lfs -text +*.mp3 filter=lfs diff=lfs merge=lfs -text +*.ogg filter=lfs diff=lfs merge=lfs -text +*.wav filter=lfs diff=lfs merge=lfs -text +# Image files - uncompressed +*.bmp filter=lfs diff=lfs merge=lfs -text +*.gif filter=lfs diff=lfs merge=lfs -text +*.png filter=lfs diff=lfs merge=lfs -text +*.tiff filter=lfs diff=lfs merge=lfs -text +# Image files - compressed +*.jpg filter=lfs diff=lfs merge=lfs -text +*.jpeg filter=lfs diff=lfs merge=lfs -text +*.webp filter=lfs diff=lfs merge=lfs -text +# Video files - compressed +*.mp4 filter=lfs diff=lfs merge=lfs -text +*.webm filter=lfs diff=lfs merge=lfs -text diff --git a/DeeplyNonverbalVocalization/0001.tar b/DeeplyNonverbalVocalization/0001.tar new file mode 100644 index 0000000000000000000000000000000000000000..14f9511327eb263af169589eb8cf7e10896f19f4 --- /dev/null +++ b/DeeplyNonverbalVocalization/0001.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08ba1f278c3c4f6db40a053d07ce1dc6f4e17337f43662540eac325ae86d50aa +size 37345280 diff --git a/DeeplyNonverbalVocalization/0002.tar b/DeeplyNonverbalVocalization/0002.tar new file mode 100644 index 0000000000000000000000000000000000000000..94b6ac7995a812c28d20f6e5e5c69ce91e17280b --- /dev/null +++ b/DeeplyNonverbalVocalization/0002.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b36e9fa9fee9b811aa874acd430884b479e1cbc6dfb6b99e454c38515deff57 +size 13864960 diff --git a/DeeplyNonverbalVocalization/info.md b/DeeplyNonverbalVocalization/info.md new file mode 100644 index 0000000000000000000000000000000000000000..4eb9aec31f221b5d12b23bc969253a25c923f57d --- /dev/null +++ b/DeeplyNonverbalVocalization/info.md @@ -0,0 +1,32 @@ +# Deeply Nonverbal Vocalization Dataset + +**Source:** https://www.openslr.org/99/ + +**License:** CC BY-NC-ND 4.0 + +**Description:** The Vocal Characterizer Dataset is a human nonverbal vocal sound dataset consisting of approximately 56.7 hours of short clips from 1,419 speakers, crowdsourced by the general public in South Korea. This is a subset (~5%) of the full dataset. + +**Classes (16):** +- teeth-chattering +- teeth-grinding +- tongue-clicking +- nose-blowing +- coughing +- yawning +- throat-clearing +- sighing +- lip-popping +- lip-smacking +- panting +- crying +- laughing +- sneezing +- moaning +- screaming + +**Format:** FLAC 48kHz 16-bit mono + +**Total samples:** 726 +**Total tar files:** 2 + +**Reference:** Deeply Inc. 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@@ +# Expresso Dataset + +**Source:** https://speechbot.github.io/expresso + +**License:** CC BY-NC 4.0 + +**Description:** Expresso is a high-quality (48kHz) expressive speech dataset that includes both expressively rendered read speech (8 styles) and improvised dialogues (26 styles). The dataset includes 4 speakers (2 males, 2 females), and totals approximately 40 hours (11h read, 30h improvised). Transcriptions are provided for read speech. + +**Expressive Styles:** +- angry, animal, animal_directed, awe, bored, calm +- child, child_directed, confused, default, desire, disgusted +- enunciated, fast, fearful, happy, laughing, narration +- non_verbal, projected, sad, sarcastic, singing, sleepy +- sympathetic, whisper + +**Format:** FLAC 48kHz 16-bit mono + +**Total samples:** 12293 +**Total tar files:** 25 + +**Reference:** Tu Anh Nguyen et al. "EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis." INTERSPEECH 2023. diff --git a/NonSpeech7k/info.md b/NonSpeech7k/info.md new file mode 100644 index 0000000000000000000000000000000000000000..818f4a1f2ddafcd2d9606ceb7094a39034c8f822 --- /dev/null +++ b/NonSpeech7k/info.md @@ -0,0 +1,82 @@ +# Nonspeech7k Dataset + +## Overview + +A collection of manually annotated audio files for classification and analysis of human non-speech sounds, designed for academic research on human vocal expressions. + +## Source + +- **URL**: https://zenodo.org/records/6967442 +- **DOI**: 10.5281/zenodo.6967442 +- **Publication Date**: 2022 +- **Paper**: IET Signal Processing, 2023 + +## Description + +The Nonspeech7k dataset contains 7,014 manually annotated audio files featuring human non-speech sounds. Files range from 500 milliseconds to 4 seconds in duration and are strongly manually annotated with single ground-truth labels. + +### Sound Classes + +- Breathing +- Coughing +- Crying +- Laughing +- Screaming +- Sneezing +- Yawning + +### Original Dataset Statistics + +- **Total files**: 7,014 +- **Training set**: 6,289 files +- **Test set**: 725 files +- **Original format**: 32kHz, mono WAV +- **File duration**: 0.5-4 seconds +- **Total size**: 2.5 GB + +### Data Sources + +- Freesound.org +- YouTube +- Aigei + +## Authors + +- Muhammad Mamunur Rashid +- Guiqing Li +- Chengrui Du + +**Affiliation**: South China University of Technology + +## License + +Creative Commons Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0) + +**Usage**: Non-commercial and academic research purposes only + +## WebDataset Format + +| Property | Value | +|----------|-------| +| Total Samples | 7,014 | +| Train | 6,289 samples | +| Test | 725 samples | +| Audio Format | FLAC, 48kHz, 16-bit, mono | +| Metadata Format | JSON with "text" key | +| Tar Files (train) | 7 | +| Tar Files (test) | 1 | + +## Research Results + +- Best model (M12): 79% test accuracy, 0.81 precision, 0.80 F1-score +- More recent research using CatBoost: 96.21% accuracy + +## Citation + +If you use this dataset, please cite: + +``` +Rashid, M. M., Li, G., & Du, C. (2023). +Nonspeech7k dataset: Classification and analysis of human non-speech sound. +IET Signal Processing. +``` diff --git a/NonSpeech7k/test/0000.tar b/NonSpeech7k/test/0000.tar new file mode 100644 index 0000000000000000000000000000000000000000..1d87ba96a43f79c00fe0753867177052b401cddb --- /dev/null +++ b/NonSpeech7k/test/0000.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1ab5ec51059e4179a46c853d323514ae0abd6a62eb5bd7ca997b02ee3b9a5b5 +size 167731200 diff --git a/NonSpeech7k/train/0000.tar b/NonSpeech7k/train/0000.tar new file mode 100644 index 0000000000000000000000000000000000000000..e276a2c5312d934b8789fabc5c490ac95acc9eab --- /dev/null +++ b/NonSpeech7k/train/0000.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e1a82a7a7e113edd4e7f8d0f15c16afdcd6dd9a10084c871ebf8e5ea1b5ad89 +size 274053120 diff --git a/NonSpeech7k/train/0001.tar b/NonSpeech7k/train/0001.tar new file mode 100644 index 0000000000000000000000000000000000000000..3fd18a9488304ea6ee1c611172ecbd99484f4f6d --- /dev/null +++ b/NonSpeech7k/train/0001.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5310b0a96a862d4c6c8235dfbc4464edaf6a1ed5cc1018f4ec6b59e688c18c7 +size 277022720 diff --git a/NonSpeech7k/train/0002.tar b/NonSpeech7k/train/0002.tar new file mode 100644 index 0000000000000000000000000000000000000000..c0efd70fba8f8d738e360fe7424a42f36822b13e --- /dev/null +++ b/NonSpeech7k/train/0002.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2939c1c0bda2689b9e4bc9ec0ff8f60bc8c5d598a564d646db493239aad7fa7 +size 270632960 diff --git a/NonSpeech7k/train/0003.tar b/NonSpeech7k/train/0003.tar new file mode 100644 index 0000000000000000000000000000000000000000..b6d1e8af35ef7afcbf8846eb3c850a788ac33220 --- /dev/null +++ b/NonSpeech7k/train/0003.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a46fb16344c5be5936174faedba35c7406e52ad0daac008544df7f57e86c3d4c +size 274411520 diff --git a/NonSpeech7k/train/0004.tar b/NonSpeech7k/train/0004.tar new file mode 100644 index 0000000000000000000000000000000000000000..8c24f34309c27214951efa6f1c74cb219dcd281c --- /dev/null +++ b/NonSpeech7k/train/0004.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06e7b81e3df90e4a03c82f5a103ec06d9542017fdad8ae2ca0925de400b74328 +size 276654080 diff --git a/NonSpeech7k/train/0005.tar b/NonSpeech7k/train/0005.tar new file mode 100644 index 0000000000000000000000000000000000000000..b48d3ab97173abc14642b183ffe3a051d625103c --- /dev/null +++ b/NonSpeech7k/train/0005.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8ed578e69a26d4d31eab015df011370810e691f9bf8af120ff42ce550b97369 +size 276203520 diff --git a/NonSpeech7k/train/0006.tar b/NonSpeech7k/train/0006.tar new file mode 100644 index 0000000000000000000000000000000000000000..8718ccc27c0055cc68f2cb48b831b9051d4a0a42 --- /dev/null +++ b/NonSpeech7k/train/0006.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e5d27c671c9a274932cf559a53ae9ecbac724efb278410c30755852f97400f0 +size 76523520 diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..6f9afe3eb447077101dc34ffc76f568dddd15da7 --- /dev/null +++ b/README.md @@ -0,0 +1,139 @@ +--- +license: cc-by-nc-sa-4.0 +task_categories: + - audio-classification +language: + - en + - ko + - pt +tags: + - non-speech + - vocal-sounds + - emotion + - human-voice + - webdataset +size_categories: + - 10K