The resulting video has no sound

python demo.py --model_name biwi --wav_path "demo/wav/test.wav" --dataset BIWI --vertice_dim 70110 --feature_dim 128 --period 25 --fps 25 --train_subjects "F2 F3 F4 M3 M4 M5" --test_subjects "F1 F5 F6 F7 F8 M1 M2 M6" --condition M3 --subject M1 Some weights of the model checkpoint at facebook/wav2vec2-base-960h were not used when initializing Wav2Vec2Model: ['lm_head.weight', 'lm_head.bias']

This IS expected if you are initializing Wav2Vec2Model from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
This IS NOT expected if you are initializing Wav2Vec2Model from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model). Some weights of Wav2Vec2Model were not initialized from the model checkpoint at facebook/wav2vec2-base-960h and are newly initialized: ['wav2vec2.masked_spec_embed'] You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference. /home/johnren/anaconda3/lib/python3.8/site-packages/torch/_tensor.py:575: UserWarning: floor_divide is deprecated, and will be removed in a future version of pytorch. It currently rounds toward 0 (like the 'trunc' function NOT 'floor'). This results in incorrect rounding for negative values. To keep the current behavior, use torch.div(a, b, rounding_mode='trunc'), or for actual floor division, use torch.div(a, b, rounding_mode='floor'). (Triggered internally at /pytorch/aten/src/ATen/native/BinaryOps.cpp:467.) return torch.floor_divide(self, other) rendering: test ffmpeg version 4.2.4-1ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers built with gcc 9 (Ubuntu 9.3.0-10ubuntu2) configuration: --prefix=/usr --extra-version=1ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 31.100 / 56. 31.100 libavcodec 58. 54.100 / 58. 54.100 libavformat 58. 29.100 / 58. 29.100 libavdevice 58. 8.100 / 58. 8.100 libavfilter 7. 57.100 / 7. 57.100 libavresample 4. 0. 0 / 4. 0. 0 libswscale 5. 5.100 / 5. 5.100 libswresample 3. 5.100 / 3. 5.100 libpostproc 55. 5.100 / 55. 5.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/home/johnren/Desktop/FaceFormer/demo/output/tmpraurad03.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2mp41 encoder : Lavf58.76.100 Duration: 00:00:11.48, start: 0.000000, bitrate: 986 kb/s Stream #0:0(und): Video: mpeg4 (Simple Profile) (mp4v / 0x7634706D), yuv420p, 800x800 [SAR 1:1 DAR 1:1], 985 kb/s, 25 fps, 25 tbr, 12800 tbn, 25 tbc (default) Metadata: handler_name : VideoHandler Please use -q:a or -q:v, -qscale is ambiguous File 'demo/output/test_M1_condition_M3.mp4' already exists. Overwrite ? [y/N] y Stream mapping: Stream #0:0 -> #0:0 (mpeg4 (native) -> h264 (libx264)) Press [q] to stop, [?] for help [libx264 @ 0x562c16b07400] using SAR=1/1 [libx264 @ 0x562c16b07400] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 [libx264 @ 0x562c16b07400] profile High, level 3.1 [libx264 @ 0x562c16b07400] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=24 lookahead_threads=4 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=25 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00 Output #0, mp4, to 'demo/output/test_M1_condition_M3.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2mp41 encoder : Lavf58.29.100 Stream #0:0(und): Video: h264 (libx264) (avc1 / 0x31637661), yuv420p, 800x800 [SAR 1:1 DAR 1:1], q=-1--1, 25 fps, 12800 tbn, 25 tbc (default) Metadata: handler_name : VideoHandler encoder : Lavc58.54.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1 frame= 287 fps=0.0 q=-1.0 Lsize= 338kB time=00:00:11.36 bitrate= 244.1kbits/s speed=23.1x
video:334kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.242142% [libx264 @ 0x562c16b07400] frame I:2 Avg QP:16.06 size: 7228 [libx264 @ 0x562c16b07400] frame P:78 Avg QP:21.98 size: 2355 [libx264 @ 0x562c16b07400] frame B:207 Avg QP:24.91 size: 693 [libx264 @ 0x562c16b07400] consecutive B-frames: 2.8% 1.4% 5.2% 90.6% [libx264 @ 0x562c16b07400] mb I I16..4: 29.6% 64.6% 5.9% [libx264 @ 0x562c16b07400] mb P I16..4: 0.9% 2.9% 0.1% P16..4: 16.0% 3.8% 1.2% 0.0% 0.0% skip:75.2% [libx264 @ 0x562c16b07400] mb B I16..4: 0.2% 0.5% 0.0% B16..8: 14.1% 1.0% 0.0% direct: 0.1% skip:84.2% L0:54.7% L1:43.3% BI: 2.0% [libx264 @ 0x562c16b07400] 8x8 transform intra:71.8% inter:76.2% [libx264 @ 0x562c16b07400] coded y,uvDC,uvAC intra: 33.1% 0.5% 0.0% inter: 1.3% 0.0% 0.0% [libx264 @ 0x562c16b07400] i16 v,h,dc,p: 52% 12% 9% 27% [libx264 @ 0x562c16b07400] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 32% 17% 41% 1% 2% 2% 1% 2% 1% [libx264 @ 0x562c16b07400] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 29% 31% 18% 4% 3% 3% 5% 3% 4% [libx264 @ 0x562c16b07400] i8c dc,h,v,p: 95% 2% 3% 0% [libx264 @ 0x562c16b07400] Weighted P-Frames: Y:0.0% UV:0.0% [libx264 @ 0x562c16b07400] ref P L0: 57.5% 4.8% 25.2% 12.5% [libx264 @ 0x562c16b07400] ref B L0: 78.1% 15.8% 6.2% [libx264 @ 0x562c16b07400] ref B L1: 92.3% 7.7% [libx264 @ 0x562c16b07400] kb/s:238.06

EvelynFan / FaceFormer

The resulting video has no sound #21