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This paper presents a Hardanger fiddle dataset "HF1" with polyphonic performances spanning five different emotional expressions: normal, angry, sad, happy, and tender. ... These annotations were then transferred to the expressive performances using music alignment and finally human-verified. ... CONCLUSIONS We have created an annotated Hardanger fiddle dataset with performances spanning five emotional expressions. ...doi:10.5281/zenodo.5624586 fatcat:f6k66soegjf2pdulghwfcjsh4e