diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..dd1cc793bb7a1df42134ac445826f0ad3e25992d --- /dev/null +++ b/README.md @@ -0,0 +1,61 @@ +--- +pretty_name: Inverse FX Source Audio (Cleaned) +license: other +license_name: musdb18 +license_link: https://sigsep.github.io/datasets/musdb.html +task_categories: +- audio-classification +tags: +- audio +- music +- audio-effects +- musdb18 +size_categories: +- n<1K +--- + +# Inverse FX Source Audio (Cleaned) + +Clean (dry) source recordings used to generate the paired dry/wet data for the +**Inverse FX Chain Predictor**. Each sample is one stem of one song. + +- Source categories: **Bass, Drums, Mixture** +- Format: WAV, 44100 Hz, 2 channel(s), 16-bit PCM (copied unchanged from the source) +- Songs: 20 | Samples: 60 + +## Naming + +| field | description | example | +|---|---|---| +| `source_id` | song / source number | `1` | +| `source_category` | stem type | `Bass` | +| `sample_id` | `-` | `1-Bass` | + +## Splits + +Splits are made at **song level** (seed 42, ratios +70% / 15% / 15%), +so every stem of a song is in the same split and no song leaks between splits. + +| split | songs | samples | +|---|---|---| +| train | 14 | 42 | +| validation | 3 | 9 | +| test | 3 | 9 | + +## Usage + +```python +from datasets import load_dataset + +ds = load_dataset("APINAJA/inverse-fx-source-audio-cleaned") +row = ds["train"][0] +row["sample_id"], row["source_category"], row["audio"]["sampling_rate"] +``` + +`metadata/sources.csv` maps each `source_id` to its original song name and split. + +## License + +Audio is taken from MUSDB18 and is provided for **non-commercial research use only**, +under the terms of the original dataset. 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Curtain,validation,44100,2,16,514.488,-31.23,-15.53 +data/validation/8-Drums.wav,8-Drums,8,Drums,Alexander Ross - Velvet Curtain,validation,44100,2,16,514.488,-28.57,-2.24 +data/validation/8-Mixture.wav,8-Mixture,8,Mixture,Alexander Ross - Velvet Curtain,validation,44100,2,16,514.488,-22.98,-0.0 +data/test/9-Bass.wav,9-Bass,9,Bass,AM Contra - Heart Peripheral,test,44100,2,16,210.106,-26.43,-13.22 +data/test/9-Drums.wav,9-Drums,9,Drums,AM Contra - Heart Peripheral,test,44100,2,16,210.106,-22.05,-4.59 +data/test/9-Mixture.wav,9-Mixture,9,Mixture,AM Contra - Heart Peripheral,test,44100,2,16,210.106,-18.14,-0.0 +data/train/10-Bass.wav,10-Bass,10,Bass,Angela Thomas Wade - Milk Cow Blues,train,44100,2,16,211.089,-28.64,-12.23 +data/train/10-Drums.wav,10-Drums,10,Drums,Angela Thomas Wade - Milk Cow Blues,train,44100,2,16,211.089,-25.39,-2.04 +data/train/10-Mixture.wav,10-Mixture,10,Mixture,Angela Thomas Wade - Milk Cow Blues,train,44100,2,16,211.089,-19.45,-0.0 +data/train/11-Bass.wav,11-Bass,11,Bass,Angels In Amplifiers - I'm Alright,train,44100,2,16,179.594,-26.83,-11.07 +data/train/11-Drums.wav,11-Drums,11,Drums,Angels In Amplifiers - I'm Alright,train,44100,2,16,179.594,-25.68,-3.61 +data/train/11-Mixture.wav,11-Mixture,11,Mixture,Angels In Amplifiers - I'm Alright,train,44100,2,16,179.594,-18.12,0.0 +data/train/12-Bass.wav,12-Bass,12,Bass,ANiMAL - Clinic A,train,44100,2,16,238.049,-20.01,-7.08 +data/train/12-Drums.wav,12-Drums,12,Drums,ANiMAL - Clinic A,train,44100,2,16,238.049,-27.23,-7.08 +data/train/12-Mixture.wav,12-Mixture,12,Mixture,ANiMAL - Clinic A,train,44100,2,16,238.049,-16.98,-0.0 +data/train/13-Bass.wav,13-Bass,13,Bass,ANiMAL - Easy Tiger,train,44100,2,16,205.658,-23.68,-6.0 +data/train/13-Drums.wav,13-Drums,13,Drums,ANiMAL - Easy Tiger,train,44100,2,16,205.658,-23.26,-4.21 +data/train/13-Mixture.wav,13-Mixture,13,Mixture,ANiMAL - Easy Tiger,train,44100,2,16,205.658,-18.24,0.0 +data/train/14-Bass.wav,14-Bass,14,Bass,Arise - Run Run Run,train,44100,2,16,219.393,-20.62,-10.42 +data/train/14-Drums.wav,14-Drums,14,Drums,Arise - Run Run Run,train,44100,2,16,219.393,-25.53,-1.06 +data/train/14-Mixture.wav,14-Mixture,14,Mixture,Arise - Run Run Run,train,44100,2,16,219.393,-16.22,-0.0 +data/train/15-Bass.wav,15-Bass,15,Bass,Ben Carrigan - We'll Talk About It All Tonight,train,44100,2,16,254.911,-27.39,-9.42 +data/train/15-Drums.wav,15-Drums,15,Drums,Ben Carrigan - We'll Talk About It All Tonight,train,44100,2,16,254.911,-26.52,-4.97 +data/train/15-Mixture.wav,15-Mixture,15,Mixture,Ben Carrigan - We'll Talk About It All Tonight,train,44100,2,16,254.911,-21.37,0.0 +data/train/16-Bass.wav,16-Bass,16,Bass,BKS - Bulldozer,train,44100,2,16,337.04,-25.08,-7.57 +data/train/16-Drums.wav,16-Drums,16,Drums,BKS - Bulldozer,train,44100,2,16,337.04,-22.21,-4.72 +data/train/16-Mixture.wav,16-Mixture,16,Mixture,BKS - Bulldozer,train,44100,2,16,337.04,-18.54,0.0 +data/validation/17-Bass.wav,17-Bass,17,Bass,BKS - Too Much,validation,44100,2,16,220.125,-24.14,-14.48 +data/validation/17-Drums.wav,17-Drums,17,Drums,BKS - Too Much,validation,44100,2,16,220.125,-24.68,-3.17 +data/validation/17-Mixture.wav,17-Mixture,17,Mixture,BKS - Too Much,validation,44100,2,16,220.125,-19.23,0.0 +data/train/18-Bass.wav,18-Bass,18,Bass,Bobby Nobody - Stitch Up,train,44100,2,16,221.25,-25.84,-10.76 +data/train/18-Drums.wav,18-Drums,18,Drums,Bobby Nobody - Stitch Up,train,44100,2,16,221.25,-27.94,-3.16 +data/train/18-Mixture.wav,18-Mixture,18,Mixture,Bobby Nobody - Stitch Up,train,44100,2,16,221.25,-20.43,-0.0 +data/train/19-Bass.wav,19-Bass,19,Bass,Buitraker - Revo X,train,44100,2,16,275.826,-24.47,-9.66 +data/train/19-Drums.wav,19-Drums,19,Drums,Buitraker - Revo X,train,44100,2,16,275.826,-21.07,-4.93 +data/train/19-Mixture.wav,19-Mixture,19,Mixture,Buitraker - Revo X,train,44100,2,16,275.826,-17.63,-0.0 +data/train/20-Bass.wav,20-Bass,20,Bass,Carlos Gonzalez - A Place For Us,train,44100,2,16,250.219,-32.64,-9.25 +data/train/20-Drums.wav,20-Drums,20,Drums,Carlos Gonzalez - A Place For Us,train,44100,2,16,250.219,-26.21,-4.38 +data/train/20-Mixture.wav,20-Mixture,20,Mixture,Carlos Gonzalez - A Place For Us,train,44100,2,16,250.219,-19.33,0.0 diff --git a/metadata/skipped.csv b/metadata/skipped.csv new file mode 100644 index 0000000000000000000000000000000000000000..afcd0310b0a56b3aafc7aa649bdb8a037b459fdb --- /dev/null +++ b/metadata/skipped.csv @@ -0,0 +1 @@ +sample_id,source_id,source_category,source_song,reason diff --git a/metadata/sources.csv b/metadata/sources.csv new file mode 100644 index 0000000000000000000000000000000000000000..b4e87d1fbf2ec1b998f28a6b1cdcb3fa85eb9622 --- /dev/null +++ b/metadata/sources.csv @@ -0,0 +1,21 @@ +source_id,source_song,split +1,A Classic Education - NightOwl,test +2,Actions - Devil's Words,train +3,Actions - One Minute Smile,validation +4,Actions - South Of The Water,test +5,Aimee Norwich - Child,train +6,Al James - Schoolboy Facination,train +7,Alexander Ross - Goodbye Bolero,train +8,Alexander Ross - Velvet Curtain,validation +9,AM Contra - Heart Peripheral,test +10,Angela Thomas Wade - Milk Cow Blues,train +11,Angels In Amplifiers - I'm Alright,train +12,ANiMAL - Clinic A,train +13,ANiMAL - Easy Tiger,train +14,Arise - Run Run Run,train +15,Ben Carrigan - We'll Talk About It All Tonight,train +16,BKS - Bulldozer,train +17,BKS - Too Much,validation +18,Bobby Nobody - Stitch Up,train +19,Buitraker - Revo X,train +20,Carlos Gonzalez - A Place For Us,train