26 projects
mricompression
Near-lossless compression of fastMRI raw k-space: GGD-CDF 16-bit quantizer + JPEG-LS plane container, with RSS reconstruction
speequal
Speech/audio quality metrics as prebuilt wheels: Google's ViSQOL v3 (speequal.visqol).
GGDLPC
Lossless compression via generalized Gaussian modeling of linear predictive coding residuals
e2a2
E2A2: Encoding Efficient Asymmetric Autoencoders
compressors
compressors
gigatorch
gigatorch
seaotter
Sensor Embedded Autoencoding with One Time Transcode for Efficient Reconstruction
miou
miou
throughput
throughput
dense
Dense prediction
compress-anything
Compress anything
megapixel
megapixel
dedelayed
dedelayed
attend
Attend
rate-distortion
Rate Distortion
fpquantize
Floating point quantization
livecodec
Lightweight and versatile neural codecs
sigtx
Signal Transformer
autocodec
Automatic Neural Codecs
LVAC
Lightweight, Versatile, and Asymmetric Neural Codecs for Real-time Operation
tft
Time-Frequency Transformers
taum
Pytorch Audio Models
walloc
Wavelet Learned Lossy Compression
pytorch-ggd
Generalized Gaussian distribution in pytorch
comprehend
Compress, Predict, Enhance, and Denoise
LLIC
Lightweight Learned Image Compression
