Abstract: Embodiments are disclosed for training an audio processing system to perform high-quality speech audio encoding and decoding using neural networks. In particular, in one or more embodiments, the disclosed systems and methods comprise receiving an audio sequence, the audio sequence including speech audio, generating pitch data representing detected pitch within the audio sequence, passing the audio sequence through an audio encoder to generate a vector representation of the audio sequence, generating, by a vector quantizer, an encoded vector representation of the audio sequence using the vector representation of the audio sequence and a codebook of discrete vectors, and reconstructing, by an audio decoder, the audio sequence using the pitch data and the encoded vector representation of the audio sequence.

Abstract: Implementations of UAV wildlife monitoring system may include a ground control station wirelessly coupled to a UAV which may include a flight controller, a first radio, a second radio, a first antenna, a second antenna, a very high frequency (VHF) radio receiver, and a computer, all operatively coupled together. The monitoring system may also include a VHF tag configured to be coupled to an animal, wherein when the VHF tag is coupled to the animal, the VHF radio receiver receives a VHF radio signal from the VHF tag using the first antenna, wherein the computer process the VHF radio signal to create the location data from the VHF radio signal, processes the location data, and sends the location data to the second radio, wherein the second radio transmits the location data into a telecommunications channel, and wherein the ground control station receives the location data from the telecommunications channel.

Abstract: Implementations of UAV wildlife monitoring system may include a ground control station wirelessly coupled to a UAV which may include a flight controller, a first radio, a second radio, a first antenna, a second antenna, a very high frequency (VHF) radio receiver, and a computer, all operatively coupled together. The monitoring system may also include a VHF tag configured to be coupled to an animal, wherein when the VHF tag is coupled to the animal, the VHF radio receiver receives a VHF radio signal from the VHF tag using the first antenna, wherein the computer process the VHF radio signal to create the location data from the VHF radio signal, processes the location data, and sends the location data to the second radio, wherein the second radio transmits the location data into a telecommunications channel, and wherein the ground control station receives the location data from the telecommunications channel.