Molecular diagnosis of cardiomyopathies remains difficult not only because of the large number of causative genes and the high rate of private mutations but also due to the large number of unclassified variants (UVs) found in patients' DNA. This study reports the functional splicing impact of nine novel genomic variations previously identified in unrelated patients with cardiomyopathies. To identify splice variants among these UVs, a combination of in silico and in vitro hybrid minigene tools was used as transcript is not available. Using this two-step approach, these UVs were reclassified as splicing mutations (MYBPC3-c.655-25A>G, MYBPC3-c.1790G>A (p.Arg597Gln), MYBPC3-c.2414-36G>T) or as mutations with a majority of abnormally spliced transcripts (MYBPC3-c.1182C>A, TNNT2-c.460G>A (p.Glu154Lys), and TNNT2-c.822-3C>A) or as variations with a weak splicing effect (TNNT2-c.1000-38C>A). For the two remaining variations in intron 11 of the TNNT2 gene in the vicinity of the acceptor splice site (c.571-7G>A, c.571-29G>A), a minigene assay was inconclusive as exon 12 is neither recognized as an exon by HeLa nor by H9c2 cells. Our study highlights the importance of the combined use of in silico and in vitro splicing assays to improve the prediction of the functional splicing impact of identified genetic variants if the RNA sample from the patient is not easily available.