Time lenses are tool recently developed in ultrashort optical pulse physics that explore the analogy between temporal phase modulation and chromatic dispersion in time with spatial phase modulation and free propagation in space, allowing to compress ultrashort optical pulses. Here we extend and experimentally demonstrate this idea to manipulate much more narrow-band single photon states, which can be resonant with microscopic systems like atoms, molecules, color centers, and quantum dots. This idea provides a powerful building block for quantum interfaces, connecting a wide spectrum of physics disciplines for implementing heterogenous hybrid quantum networks.