camenduru/one-shot-talking-face 🖼️ → 🖼️

▶️ 1.8K runs 📅 Feb 2024 ⚙️ Cog 0.9.0-beta11 🔗 GitHub 📄 Paper
audio image-to-video lip-sync talking-face

About

one-shot-talking-face-replicate

Example Output

Output

Performance Metrics

81.53s Prediction Time
241.80s Total Time
All Input Parameters
{
  "wav_file": "https://replicate.delivery/pbxt/KKmxSv74MwXgpnBWkyEbett4FFk3DoQvt8YTIXgNWo2Tns6o/test_audio%20%281%29.wav",
  "image_file": "https://replicate.delivery/pbxt/KKmxTcthtU2XzfDwfZWkij0wE4cTNzopfcH2vYMNKFS9wgNG/image%20-%202024-02-02T181207.989.png"
}
Input Parameters
wav_file Type: stringDefault: Input WAV
image_file (required) Type: string
Input Image
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
ffmpeg version 5.1.4-0+deb12u1 Copyright (c) 2000-2023 the FFmpeg developers
built with gcc 12 (Debian 12.2.0-14)
configuration: --prefix=/usr --extra-version=0+deb12u1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librist --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --disable-sndio --enable-libjxl --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-libplacebo --enable-librav1e --enable-shared
libavutil      57. 28.100 / 57. 28.100
libavcodec     59. 37.100 / 59. 37.100
libavformat    59. 27.100 / 59. 27.100
libavdevice    59.  7.100 / 59.  7.100
libavfilter     8. 44.100 /  8. 44.100
libswscale      6.  7.100 /  6.  7.100
libswresample   4.  7.100 /  4.  7.100
libpostproc    56.  6.100 / 56.  6.100
Guessed Channel Layout for Input Stream #0.0 : mono
Input #0, wav, from '/content/train/audio.wav':
Duration: 00:00:12.67, bitrate: 384 kb/s
Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 24000 Hz, mono, s16, 384 kb/s
Stream mapping:
Stream #0:0 -> #0:0 (pcm_s16le (native) -> pcm_s16le (native))
Press [q] to stop, [?] for help
-async is forwarded to lavfi similarly to -af aresample=async=1:min_hard_comp=0.100000:first_pts=0.
Output #0, wav, to '/content/one-shot-talking-face/samples/temp.wav':
Metadata:
ISFT            : Lavf59.27.100
Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 16000 Hz, mono, s16, 256 kb/s
Metadata:
encoder         : Lavc59.37.100 pcm_s16le
size=       3kB time=00:00:00.08 bitrate= 263.4kbits/s speed=N/A
size=     396kB time=00:00:12.67 bitrate= 256.0kbits/s speed= 825x
video:0kB audio:396kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.019235%
/content/one-shot-talking-face/OpenFace/FeatureExtraction: error while loading shared libraries: libtiff.so.5: cannot open shared object file: No such file or directory
/usr/local/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3190.)
return _VF.meshgrid(tensors, **kwargs)  # type: ignore[attr-defined]
/usr/local/lib/python3.10/site-packages/torch/nn/functional.py:4227: UserWarning: Default grid_sample and affine_grid behavior has changed to align_corners=False since 1.3.0. Please specify align_corners=True if the old behavior is desired. See the documentation of grid_sample for details.
warnings.warn(
/usr/local/lib/python3.10/site-packages/torch/nn/functional.py:1967: UserWarning: nn.functional.sigmoid is deprecated. Use torch.sigmoid instead.
warnings.warn("nn.functional.sigmoid is deprecated. Use torch.sigmoid instead.")
save video to:  /content/train/temp/image_audio.mp4
ffmpeg version 5.1.4-0+deb12u1 Copyright (c) 2000-2023 the FFmpeg developers
built with gcc 12 (Debian 12.2.0-14)
configuration: --prefix=/usr --extra-version=0+deb12u1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librist --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --disable-sndio --enable-libjxl --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-libplacebo --enable-librav1e --enable-shared
libavutil      57. 28.100 / 57. 28.100
libavcodec     59. 37.100 / 59. 37.100
libavformat    59. 27.100 / 59. 27.100
libavdevice    59.  7.100 / 59.  7.100
libavfilter     8. 44.100 /  8. 44.100
libswscale      6.  7.100 /  6.  7.100
libswresample   4.  7.100 /  4.  7.100
libpostproc    56.  6.100 / 56.  6.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/content/train/temp/image_audio.mp4':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2avc1mp41
encoder         : Lavf58.29.100
Duration: 00:00:12.64, start: 0.000000, bitrate: 111 kb/s
Stream #0:0[0x1](und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 256x256, 108 kb/s, 25 fps, 25 tbr, 12800 tbn (default)
Metadata:
handler_name    : VideoHandler
vendor_id       : [0][0][0][0]
Guessed Channel Layout for Input Stream #1.0 : mono
Input #1, wav, from '/content/train/audio.wav':
Duration: 00:00:12.67, bitrate: 384 kb/s
Stream #1:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 24000 Hz, mono, s16, 384 kb/s
Stream mapping:
Stream #0:0 -> #0:0 (copy)
Stream #1:0 -> #0:1 (pcm_s16le (native) -> aac (native))
Press [q] to stop, [?] for help
Output #0, mp4, to '/content/train/image_audio.mp4':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2avc1mp41
encoder         : Lavf59.27.100
Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 256x256, q=2-31, 108 kb/s, 25 fps, 25 tbr, 12800 tbn (default)
Metadata:
handler_name    : VideoHandler
vendor_id       : [0][0][0][0]
Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 24000 Hz, mono, fltp, 69 kb/s
Metadata:
encoder         : Lavc59.37.100 aac
frame=    0 fps=0.0 q=-1.0 size=       0kB time=00:00:00.00 bitrate=N/A speed=   0x
frame=  316 fps=0.0 q=-1.0 Lsize=     289kB time=00:00:12.67 bitrate= 186.6kbits/s speed=38.9x
video:167kB audio:113kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 3.229118%
[aac @ 0x5752574bbe00] Qavg: 597.293
Version Details
Version ID
b9b9d4b827a5ce99e14e0804b594353a63dfb48ab214fc6d12c40c4e7ea00e41
Version Created
February 2, 2024
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