Athorl22/MLME_Instrument_Classification

Dataset Card for Dataset Name

This dataset is a collection of audioclips used for training machinelearning models on instrument based sound classification.

Dataset Details

Uses

This dataset can be used for training sound classification models on basic instruments

Direct Use

The Direct use of this dataset is to train a model on Sound Classification data based on instruments, using it to help those with Hearing Impairment identifying instruments.

Out-of-Scope Use

This dataset will not be usefull for anything other than sound based models

Dataset Structure

Clap 89% / 11% (5m 10s / 38s) Guitar 75% / 25% (42s / 14s) Kling 80% / 20% (2m 0s / 30s) Maracas 75% / 25% (3m 31s / 1m 11s) Noise 90% / 10% (8m 54s / 1m 0s) Snap 83% / 17% (4m 21s / 52s) Whistle 85% / 15% (1m 51s / 19s)

Dataset Creation

Curation Rationale

This dataset it aimed at training models to help people with impaired hearing identify instruments based on sound in a public space.

Source Data

.Wav audio files

Data Collection and Processing

Data was collected with a mobile microphone to best simulate the usecase for users. Data was cleaned as to minimally include high volume background noise.

Who are the source data producers?

The data was collected by students at Medialogy Masters at AAU copenhagen

Annotation process

The process included data cleaning, removing data that was unclear or duplicated.

Who are the annotators?

Student at Medialogy Masters AAU Copenhagen.

Personal and Sensitive Information

This dataset does not include private or sensitive data.

Bias, Risks, and Limitations

Cannot be used for anything non-soundbased, Additional data can be recomended for higher scale models.

Recommendations

Additional data can be recomended for higher scale models.

BibTeX: PROBLEMS ENCOUNTERED!! TRY APA!! @misc{huggingfaceAthorl22MLME_Instrument_ClassificationMain, author = {Athorl22}, title = {{A}thorl22/{M}{L}{M}{E}_{I}nstrument_{C}lassification at main --- huggingface.co}, howpublished = {\url{https://huggingface.co/datasets/Athorl22/MLME_Instrument_Classification/tree/main}}, year = {2025}, note = {[Accessed 04-12-2025]}, }

APA: WORKS!!! Athorl22/MLME_Instrument_Classification at main. (n.d.). https://huggingface.co/datasets/Athorl22/MLME_Instrument_Classification/tree/main

Dataset Card Contact

Github: AlfredVThor