SeroBA is a k-mer based Pipeline to identify the Serotype from Illumina NGS reads for given references. You can use SeroBA to download references from (https://github.com/phe-bioinformatics/PneumoCaT) to do identify the capsular type of Streptococcus pneumoniae.