Building a reference library of life on earth is an enormous task of paramount importance given the current threatened state of species across the planet. Collecting DNA barcodes - essentially genetic fingerprints - for every species on the planet has been proposed as a means of rapid species identification. In 2004, the Barcode of Life Database (BOLD) was initiated and is compiling DNA barcodes for every species using a small fraction of the genome called the, "CO1" gene. Unfortunately, the universal primers used to sequence the CO1 gene have a low success rate at producing DNA sequences for amphibians, and a relatively high error rate for species identification. My research investigates the success and accuracy of new amphibian-specific CO1 primers in comparison to an alternative DNA barcode, 16s rRNA, which is widely used in amphibian systematics and taxonomy, but is presently not accepted by the DNA barcoding community. I analyze and compare both CO1 and 16s genes for their utility as DNA barcodes by building phylogenetic trees using maximum likelihood and Bayesian inference to quantify their species identification accuracy. In collaboration with the UW Burke Museum of Natural History and Culture, I sequenced DNA for 162 frogs (representing 22 species) collected from the rainforest in Southern Ghana. The sub-Saharan rainforests of West Africa host a high number of endemic amphibian species. However, increasing habitat threat are heavily impacting species in these forest, and an estimated one third of amphibians are considered threatened. All DNA sequences obtained for this study are being submitted to the BOLD and GenBank databases and are linked to voucher specimens at the UW Burke Museum, which will inform future biodiversity studies, assist monitoring, and aid conservation efforts.