From their site:

Taler does not introduce a new currency. Taler uses a digital wallet storing coins and payment service providers with settlement accounts in existing currencies. Thus, Taler’s cryptographic coins correspond to existing currencies, such as US Dollars, Euros or even Bitcoins.