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all_audio.tar.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:023c101c97e1deb7663974dacbe394ba5330a607bf41cbd6c7405e90ffc826c7
+size 45778491

dataset_info.json

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+{
+    "misophoniaSounds": {
+        "description": "Dataset for misophonia inducing sound detection",
+        "citation": "",
+        "homepage": "https://huggingface.co/datasets/mskov/misophoniaSounds",
+        "license": "cc",
+        "features": {
+            "audio": {
+                "sampling_rate": 16000,
+                "id": null,
+                "_type": "Audio"
+            }
+        },
+        
+        "splits": {
+            "train": {
+                "name": "train"
+            },
+            "test": {
+                "name": "test"
+            }
+        
+    }
+}
+}

metadata.csv

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+file_name,transcription
+data/train/breathing/breathing_112555__nickrave__breathing-mouth.aiff,[breathing]
+data/train/breathing/breathing_112556__nickrave__breathingwomnose.aiff,[breathing]
+data/train/breathing/breathing_151206__owlstorm__female-breathing-heavily.wav,[breathing]
+data/train/breathing/breathing_245948__sophiehall3535__nasal-breathing.wav,[breathing]
+data/train/breathing/breathing_265040__therisingorder__normal-soft-breathing.aiff,[breathing]
+data/train/chewing/chew_237310__nmarciniegasm__masticado.wav,[chewing]
+data/train/chewing/chew_241951__dspena__chewing-cookies.wav,[chewing]
+data/train/chewing/chew_257704__vmgraw__candy-bar-chewing.wav,[chewing]
+data/train/chewing/chew_331395__inspectorj__biting-crunchy-a.wav,[chewing]
+data/train/chewing/chew_368129__drummerman__chewing.wav,[chewing]
+data/train/cough/cough_n83.wav,[coughing]
+data/train/cough/cough_n84.wav,[coughing]
+data/train/mouth/mouth_50943__qubodup__sticky-mouth-sounds.flac,[mouth_sounds]
+data/train/mouth/mouth_190010__aiwha__mouth.wav,[mouth_sounds]
+data/train/mouth/mouth_385784__tetri5__mlem.wav,[mouth_sounds]
+data/train/smack_pop/sp_168152__ultradust__lip-smacking.wav,[lip_smack]
+data/train/smack_pop/sp_207266__kovi722__sound_produced_by_mouth.wav,[lip_smack]
+data/train/smack_pop/sp_242113__scratchnsniff__pop-or-bloop.wav,[lip_smack]
+data/train/smack_pop/sp_317848__benniknop__bubbles-pop-mouth-lips-smack.wav,[lip_smack]
+data/train/sniffling/sniff_157163__steveoshore__man-sniffling.mp3,[sniffling]
+data/train/sniffling/sniff_196395__scottemoil__sniffing_sounds.wav,[sniffling]
+data/train/yawn/yaw_n91.wav,[yawn]
+data/test/breathing/breathing_353289__jzazvurek__nose-breathing.wav,[breathing]
+data/test/breathing/breathing_486092__christyboy100__breathing.m4a,[breathing]
+data/test/breathing/breathing_556523__sofieholmark__breathing.wav,[breathing]
+data/test/breathing/breathing_676298__saha213131__breath.wav,[breathing]
+data/test/chewing/chew_412068__inspectorj__chewing-carrot-a.wav,[chewing]
+data/test/chewing/chew_467623__luthien22__chew-4.wav,[chewing]
+data/test/chewing/chew_501695__tsakanemashaba__chewing-apricot.wav,[chewing]
+data/test/chewing/chew_548367__borgory__chewing-crunch-cornflakes.wav,[chewing]
+data/test/cough/cough_n85.wav,[coughing]
+data/test/mouth/mouth_543095__riaan3ignite__weird-mouth-sounds.wav,[mouth_sounds]
+data/test/mouth/mouth_629022__kolombooo__mouth-click.ogg,[mouth_sounds]
+data/test/smack_pop/sp_408115__angelicwings__popping-noises.wav,[lip_smack]
+data/test/smack_pop/sp_484993__greenlinker__simple-pop.wav,[lip_smack]
+data/test/smack_pop/sp_515919__c-v__mouth-plops.wav,[lip_smack]
+data/test/smack_pop/sniffling/sniff_235770__lex777__sniffles_01.wav,[sniffling]
+data/test/smack_pop/sniffling/sniff_467203__thunderquads__sniffles.wav,[sniffling]
+data/test/smack_pop/yawn/yawn_n92.wav,[yawn]

misophoniaSounds.py

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+import os
+import re
+import datasets
+from datasets import load_dataset, load_dataset_builder
+from datasets.tasks import AutomaticSpeechRecognition
+
+_HOMEPAGE = "https://huggingface.co/datasets/mskov/misophoniaSounds"
+_CITATION = ""
+_DESCRIPTION = "Dataset for misophonia inducing sound detection"
+_DATA_URLS = {
+    "https://huggingface.co/datasets/mskov/misophoniaSounds/all_audio.tar.gz"
+}
+_PROMPTS_URLS ={
+    #"train": "https://huggingface.co/datasets/mskov/misophoniaSounds/train_prompts.csv",
+    #"test": "https://huggingface.co/datasets/mskov/misophoniaSounds/test_prompts.csv"
+    "train": "train_prompts.csv",
+    "test": "test_prompts.csv"
+}
+_NAMES = ["breathing", "chewing", "coughing", "mouth_sounds", "lip_smack", "sniffling", "yawn"]
+
+class Miso(datasets.GeneratorBasedBuilder):
+    """Misophonia Audio"""
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                "audio": datasets.Audio(sampling_rate=16_000),
+                "transcript": datasets.features.ClassLabel(names=_NAMES),
+                #"transcript": datasets.Value("string"),
+                }
+            ),
+            #supervised_keys=("audio"),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+            task_templates=[AutomaticSpeechRecognition(audio_column="audio", transcription_column="transcription")],
+        )
+    def _split_generators(self, dl_manager):
+        #data_files = dl_manager.download_and_extract(_DATA_URLS),
+        prompts_paths = dl_manager.download(_PROMPTS_URLS),
+        audio_files = dl_manager.download(_DATA_URLS),
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepath": prompts_paths["train"],
+                    "audio_files": dl_manager.iter_archive(audio_files),
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={
+                    "filepath": prompts_paths["test"],
+                    "audio_files": dl_manager.iter_archive(audio_files),
+                },
+            ),
+        ]
+    def _generate_examples(self, filepath, audio_files):
+        """This function returns the examples in the raw (text) form."""
+        idx = 0
+        for filepath, audio in audio_files:
+            #label = filepath.split('/')[-1][:-4]
+            #description = description.replace('_', ' ')
+            label = filepath.split(',')
+            print(label)
+            yield idx, {
+                "audio": {"path": filepath, "bytes": audio.read()},
+                "text": label,
+            }
+            idx += 1

test_prompts.csv

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+file_name,transcription
+breathing_353289__jzazvurek__nose-breathing.wav,[breathing]
+breathing_486092__christyboy100__breathing.m4a,[breathing]
+breathing_556523__sofieholmark__breathing.wav,[breathing]
+breathing_676298__saha213131__breath.wav,[breathing]
+chew_412068__inspectorj__chewing-carrot-a.wav,[chewing]
+chew_467623__luthien22__chew-4.wav,[chewing]
+chew_501695__tsakanemashaba__chewing-apricot.wav,[chewing]
+chew_548367__borgory__chewing-crunch-cornflakes.wav,[chewing]
+cough_n85.wav,[coughing]
+mouth_543095__riaan3ignite__weird-mouth-sounds.wav,[mouth_sounds]
+mouth_629022__kolombooo__mouth-click.ogg,[mouth_sounds]
+sp_408115__angelicwings__popping-noises.wav,[lip_smack]
+sp_484993__greenlinker__simple-pop.wav,[lip_smack]
+sp_515919__c-v__mouth-plops.wav,[lip_smack]
+sniff_235770__lex777__sniffles_01.wav,[sniffling]
+sniff_467203__thunderquads__sniffles.wav,[sniffling]
+yawn_n92.wav,[yawn]

train_prompts.csv

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+file_name,transcription
+breathing/breathing_112555__nickrave__breathing-mouth.aiff,[breathing]
+breathing_112556__nickrave__breathingwomnose.aiff,[breathing]
+breathing_151206__owlstorm__female-breathing-heavily.wav,[breathing]
+breathing_245948__sophiehall3535__nasal-breathing.wav,[breathing]
+breathing_265040__therisingorder__normal-soft-breathing.aiff,[breathing]
+chew_237310__nmarciniegasm__masticado.wav,[chewing]
+chew_241951__dspena__chewing-cookies.wav,[chewing]
+chew_257704__vmgraw__candy-bar-chewing.wav,[chewing]
+chew_331395__inspectorj__biting-crunchy-a.wav,[chewing]
+chew_368129__drummerman__chewing.wav,[chewing]
+cough_n83.wav,[coughing]
+cough_n84.wav,[coughing]
+mouth_50943__qubodup__sticky-mouth-sounds.flac,[mouth_sounds]
+mouth_190010__aiwha__mouth.wav,[mouth_sounds]
+mouth_385784__tetri5__mlem.wav,[mouth_sounds]
+sp_168152__ultradust__lip-smacking.wav,[lip_smack]
+sp_207266__kovi722__sound_produced_by_mouth.wav,[lip_smack]
+sp_242113__scratchnsniff__pop-or-bloop.wav,[lip_smack]
+sp_317848__benniknop__bubbles-pop-mouth-lips-smack.wav,[lip_smack]
+sniff_157163__steveoshore__man-sniffling.mp3,[sniffling]
+sniff_196395__scottemoil__sniffing_sounds.wav,[sniffling]
+yaw_n91.wav,[yawn]