├── .github └── workflows │ ├── autotools-cross-mips.yml │ ├── autotools.yml │ ├── cmake.yml │ ├── dred.yml │ ├── makefile.yml │ └── repository.yml ├── .gitlab-ci.yml ├── .gitmodules ├── AUTHORS ├── CMakeLists.txt ├── COPYING ├── ChangeLog ├── LICENSE_PLEASE_READ.txt ├── Makefile.am ├── Makefile.unix ├── NEWS ├── README ├── README.draft ├── autogen.bat ├── autogen.sh ├── celt ├── _kiss_fft_guts.h ├── arch.h ├── arm │ ├── arm2gnu.pl │ ├── arm_celt_map.c │ ├── armcpu.c │ ├── armcpu.h │ ├── armopts.s.in │ ├── celt_fft_ne10.c │ ├── celt_mdct_ne10.c │ ├── celt_neon_intr.c │ ├── celt_pitch_xcorr_arm.s │ ├── fft_arm.h │ ├── fixed_arm64.h │ ├── fixed_armv4.h │ ├── fixed_armv5e.h │ ├── kiss_fft_armv4.h │ ├── kiss_fft_armv5e.h │ ├── mathops_arm.h │ ├── mdct_arm.h │ ├── meson.build │ ├── pitch_arm.h │ └── pitch_neon_intr.c ├── bands.c ├── bands.h ├── celt.c ├── celt.h ├── celt_decoder.c ├── celt_encoder.c ├── celt_lpc.c ├── celt_lpc.h ├── cpu_support.h ├── cwrs.c ├── cwrs.h ├── dump_modes │ ├── Makefile │ ├── dump_modes.c │ ├── dump_modes_arch.h │ └── dump_modes_arm_ne10.c ├── ecintrin.h ├── entcode.c ├── entcode.h ├── entdec.c ├── entdec.h ├── entenc.c ├── entenc.h ├── fixed_c5x.h ├── fixed_c6x.h ├── fixed_debug.h ├── fixed_generic.h ├── float_cast.h ├── kiss_fft.c ├── kiss_fft.h ├── laplace.c ├── laplace.h ├── mathops.c ├── mathops.h ├── mdct.c ├── mdct.h ├── meson.build ├── mfrngcod.h ├── mini_kfft.c ├── mips │ ├── celt_mipsr1.h │ ├── fixed_generic_mipsr1.h │ ├── kiss_fft_mipsr1.h │ ├── mdct_mipsr1.h │ └── pitch_mipsr1.h ├── modes.c ├── modes.h ├── opus_custom_demo.c ├── os_support.h ├── pitch.c ├── pitch.h ├── quant_bands.c ├── quant_bands.h ├── rate.c ├── rate.h ├── stack_alloc.h ├── static_modes_fixed.h ├── static_modes_fixed_arm_ne10.h ├── static_modes_float.h ├── static_modes_float_arm_ne10.h ├── tests │ ├── meson.build │ ├── test_unit_cwrs32.c │ ├── test_unit_dft.c │ ├── test_unit_entropy.c │ ├── test_unit_laplace.c │ ├── test_unit_mathops.c │ ├── test_unit_mdct.c │ ├── test_unit_rotation.c │ └── test_unit_types.c ├── vq.c ├── vq.h └── x86 │ ├── celt_lpc_sse.h │ ├── celt_lpc_sse4_1.c │ ├── pitch_avx.c │ ├── pitch_sse.c │ ├── pitch_sse.h │ ├── pitch_sse2.c │ ├── pitch_sse4_1.c │ ├── vq_sse.h │ ├── vq_sse2.c │ ├── x86_arch_macros.h │ ├── x86_celt_map.c │ ├── x86cpu.c │ └── x86cpu.h ├── celt_headers.mk ├── celt_sources.mk ├── cmake ├── CFeatureCheck.cmake ├── OpusBuildtype.cmake ├── OpusConfig.cmake ├── OpusConfig.cmake.in ├── OpusFunctions.cmake ├── OpusPackageVersion.cmake ├── OpusSources.cmake ├── README.md ├── RunTest.cmake ├── config.h.cmake.in ├── cpu_info_by_asm.c ├── cpu_info_by_c.c └── vla.c ├── configure.ac ├── create_opus_data.sh ├── dnn ├── LPCNet.yml ├── README ├── README.md ├── adaconvtest.c ├── arm │ ├── arm_dnn_map.c │ ├── dnn_arm.h │ ├── nnet_dotprod.c │ └── nnet_neon.c ├── burg.c ├── burg.h ├── bwe_demo.c ├── common.h ├── datasets.txt ├── download_model.bat ├── download_model.sh ├── dred_coding.c ├── dred_coding.h ├── dred_compare.c ├── dred_config.h ├── dred_decoder.c ├── dred_decoder.h ├── dred_encoder.c ├── dred_encoder.h ├── dred_rdovae.h ├── dred_rdovae_dec.c ├── dred_rdovae_dec.h ├── dred_rdovae_enc.c ├── dred_rdovae_enc.h ├── dump_data.c ├── dump_lpcnet_tables.c ├── fargan.c ├── fargan.h ├── fargan_demo.c ├── freq.c ├── freq.h ├── fwgan.c ├── fwgan.h ├── kiss99.c ├── kiss99.h ├── lossgen.c ├── lossgen.h ├── lossgen_demo.c ├── lpcnet.c ├── lpcnet.h ├── lpcnet_enc.c ├── lpcnet_plc.c ├── lpcnet_private.h ├── lpcnet_tables.c ├── meson.build ├── nndsp.c ├── nndsp.h ├── nnet.c ├── nnet.h ├── nnet_arch.h ├── nnet_default.c ├── osce.c ├── osce.h ├── osce_config.h ├── osce_features.c ├── osce_features.h ├── osce_structs.h ├── parse_lpcnet_weights.c ├── pitchdnn.c ├── pitchdnn.h ├── tansig_table.h ├── test_vec.c ├── torch │ ├── dnntools │ │ ├── dnntools │ │ │ ├── __init__.py │ │ │ ├── quantization │ │ │ │ ├── __init__.py │ │ │ │ └── softquant.py │ │ │ ├── relegance │ │ │ │ ├── __init__.py │ │ │ │ ├── meta_critic.py │ │ │ │ └── relegance.py │ │ │ └── sparsification │ │ │ │ ├── __init__.py │ │ │ │ ├── base_sparsifier.py │ │ │ │ ├── common.py │ │ │ │ ├── conv1d_sparsifier.py │ │ │ │ ├── conv_transpose1d_sparsifier.py │ │ │ │ ├── gru_sparsifier.py │ │ │ │ ├── linear_sparsifier.py │ │ │ │ └── utils.py │ │ ├── requirements.txt │ │ └── setup.py │ ├── fargan │ │ ├── README.md │ │ ├── adv_train_fargan.py │ │ ├── dataset.py │ │ ├── dump_fargan_weights.py │ │ ├── fargan.py │ │ ├── filters.py │ │ ├── rc.py │ │ ├── stft_loss.py │ │ ├── test_fargan.py │ │ └── train_fargan.py │ ├── fwgan │ │ ├── dump_model_weights.py │ │ ├── inference.py │ │ └── models │ │ │ ├── __init__.py │ │ │ ├── fwgan400.py │ │ │ └── fwgan500.py │ ├── lossgen │ │ ├── README.md │ │ ├── export_lossgen.py │ │ ├── lossgen.py │ │ ├── process_data.sh │ │ ├── test_lossgen.py │ │ └── train_lossgen.py │ ├── lpcnet │ │ ├── README.md │ │ ├── add_dataset_config.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ └── lpcnet_dataset.py │ │ ├── engine │ │ │ └── lpcnet_engine.py │ │ ├── make_default_setup.py │ │ ├── make_test_config.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── lpcnet.py │ │ │ └── multi_rate_lpcnet.py │ │ ├── print_lpcnet_complexity.py │ │ ├── scripts │ │ │ ├── collect_multi_run_results.py │ │ │ ├── loop_run.sh │ │ │ ├── make_animation.py │ │ │ ├── modify_dataset_target.py │ │ │ ├── multi_run.sh │ │ │ ├── run_inference_test.sh │ │ │ ├── update_checkpoints.py │ │ │ ├── update_output_folder.sh │ │ │ └── update_setups.py │ │ ├── test_lpcnet.py │ │ ├── train_lpcnet.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── data.py │ │ │ ├── endoscopy.py │ │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── dual_fc.py │ │ │ ├── pcm_embeddings.py │ │ │ └── subconditioner.py │ │ │ ├── misc.py │ │ │ ├── pcm.py │ │ │ ├── sample.py │ │ │ ├── sparsification │ │ │ ├── __init__.py │ │ │ ├── common.py │ │ │ └── gru_sparsifier.py │ │ │ ├── templates.py │ │ │ ├── ulaw.py │ │ │ └── wav.py │ ├── neural-pitch │ │ ├── README.md │ │ ├── data_augmentation.py │ │ ├── download_demand.sh │ │ ├── evaluation.py │ │ ├── experiments.py │ │ ├── export_neuralpitch_weights.py │ │ ├── models.py │ │ ├── neural_pitch_update.py │ │ ├── ptdb_process.sh │ │ ├── run_crepe.py │ │ ├── training.py │ │ └── utils.py │ ├── osce │ │ ├── README.md │ │ ├── adv_train_bwe_model.py │ │ ├── adv_train_model.py │ │ ├── adv_train_vocoder.py │ │ ├── bwe_preproc.py │ │ ├── concatenator.py │ │ ├── create_testvectors.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── lpcnet_vocoding_dataset.py │ │ │ ├── silk_conversion_set.py │ │ │ ├── silk_enhancement_set.py │ │ │ └── simple_bwe_dataset.py │ │ ├── engine │ │ │ ├── bwe_engine.py │ │ │ ├── engine.py │ │ │ └── vocoder_engine.py │ │ ├── export_model_weights.py │ │ ├── extract_setup.py │ │ ├── losses │ │ │ ├── stft_loss.py │ │ │ └── td_lowpass.py │ │ ├── make_default_setup.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── bbwe_net.py │ │ │ ├── bwe_net.py │ │ │ ├── fd_discriminator.py │ │ │ ├── lace.py │ │ │ ├── lavoce.py │ │ │ ├── lavoce_400.py │ │ │ ├── lpcnet_feature_net.py │ │ │ ├── nns_base.py │ │ │ ├── no_lace.py │ │ │ ├── scale_embedding.py │ │ │ ├── shape_up_48.py │ │ │ ├── silk_feature_net.py │ │ │ ├── silk_feature_net_pl.py │ │ │ └── td_discriminator.py │ │ ├── pre_to_adv.py │ │ ├── requirements.txt │ │ ├── resources │ │ │ ├── training_files.txt │ │ │ └── validation_files.txt │ │ ├── scripts │ │ │ ├── bwe_extract_filterbank.py │ │ │ ├── concatenator.py │ │ │ └── print_features.py │ │ ├── silk_16_to_48.py │ │ ├── stndrd │ │ │ ├── evaluation │ │ │ │ ├── commonvoice_clip_selection.py │ │ │ │ ├── create_input_data.sh │ │ │ │ ├── env.rc │ │ │ │ ├── evaluate.py │ │ │ │ ├── highband_eval.py │ │ │ │ ├── lace_loss_metric.py │ │ │ │ ├── make_boxplots.py │ │ │ │ ├── make_boxplots_moctest.py │ │ │ │ ├── make_tables.py │ │ │ │ ├── make_tables_moctest.py │ │ │ │ ├── moc.py │ │ │ │ ├── moc2.py │ │ │ │ ├── nbwe_dcr1.tar │ │ │ │ ├── process_dataset.sh │ │ │ │ ├── run_nomad.py │ │ │ │ ├── run_osce_test.py │ │ │ │ └── tests │ │ │ │ │ ├── NBWE_ACR.tar │ │ │ │ │ ├── dred_journal.tar │ │ │ │ │ ├── lace.tar │ │ │ │ │ └── nolace.tar │ │ │ └── presentation │ │ │ │ ├── endoscopy.py │ │ │ │ ├── lace_demo.ipynb │ │ │ │ ├── linear_prediction.ipynb │ │ │ │ ├── playback.py │ │ │ │ ├── postfilter.ipynb │ │ │ │ └── spectrogram.ipynb │ │ ├── test_bwe_model.py │ │ ├── test_model.py │ │ ├── test_vocoder.py │ │ ├── train_bwe_model.py │ │ ├── train_model.py │ │ ├── train_vocoder.py │ │ └── utils │ │ │ ├── ada_conv.py │ │ │ ├── bwe_features.py │ │ │ ├── complexity.py │ │ │ ├── endoscopy.py │ │ │ ├── layers │ │ │ ├── fir.py │ │ │ ├── limited_adaptive_comb1d.py │ │ │ ├── limited_adaptive_conv1d.py │ │ │ ├── noise_shaper.py │ │ │ ├── pitch_auto_correlator.py │ │ │ ├── silk_upsampler.py │ │ │ └── td_shaper.py │ │ │ ├── lpcnet_features.py │ │ │ ├── misc.py │ │ │ ├── moc.py │ │ │ ├── pitch.py │ │ │ ├── silk_features.py │ │ │ ├── softquant.py │ │ │ ├── spec.py │ │ │ └── templates.py │ ├── plc │ │ ├── export_plc.py │ │ ├── plc.py │ │ ├── plc_dataset.py │ │ └── train_plc.py │ ├── rdovae │ │ ├── README.md │ │ ├── download_datasets.sh │ │ ├── export_rdovae_weights.py │ │ ├── fec_encoder.py │ │ ├── import_rdovae_weights.py │ │ ├── packets │ │ │ ├── __init__.py │ │ │ ├── fec_packets.c │ │ │ ├── fec_packets.h │ │ │ └── fec_packets.py │ │ ├── process_speech.sh │ │ ├── rdovae │ │ │ ├── __init__.py │ │ │ ├── dataset.py │ │ │ └── rdovae.py │ │ ├── requirements.txt │ │ └── train_rdovae.py │ ├── testsuite │ │ ├── README.md │ │ ├── examples │ │ │ ├── lpcnet_c_example.yml │ │ │ ├── lpcnet_c_plc_example.yml │ │ │ └── lpcnet_torch_example.yml │ │ ├── requirements.txt │ │ ├── run_test.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── files.py │ │ │ ├── pesq.py │ │ │ └── pitch.py │ └── weight-exchange │ │ ├── README.md │ │ ├── requirements.txt │ │ ├── setup.py │ │ └── wexchange │ │ ├── __init__.py │ │ ├── c_export │ │ ├── __init__.py │ │ ├── c_writer.py │ │ └── common.py │ │ ├── tf │ │ ├── __init__.py │ │ └── tf.py │ │ └── torch │ │ ├── __init__.py │ │ └── torch.py ├── training_tf2 │ ├── dataloader.py │ ├── decode_rdovae.py │ ├── diffembed.py │ ├── dump_lpcnet.py │ ├── dump_plc.py │ ├── dump_rdovae.py │ ├── encode_rdovae.py │ ├── fec_encoder.py │ ├── fec_packets.c │ ├── fec_packets.h │ ├── fec_packets.py │ ├── keraslayerdump.py │ ├── lossfuncs.py │ ├── lpcnet.py │ ├── lpcnet_plc.py │ ├── mdense.py │ ├── pade.py │ ├── parameters.py │ ├── plc_loader.py │ ├── rdovae.py │ ├── rdovae_exchange.py │ ├── rdovae_import.py │ ├── test_lpcnet.py │ ├── test_plc.py │ ├── tf_funcs.py │ ├── train_lpcnet.py │ ├── train_plc.py │ ├── train_rdovae.py │ ├── ulaw.py │ └── uniform_noise.py ├── vec.h ├── vec_avx.h ├── vec_neon.h ├── write_lpcnet_weights.c └── x86 │ ├── dnn_x86.h │ ├── nnet_avx2.c │ ├── nnet_sse2.c │ ├── nnet_sse4_1.c │ └── x86_dnn_map.c ├── doc ├── Doxyfile.in ├── Makefile.am ├── build_draft.sh ├── build_isobmff.sh ├── build_oggdraft.sh ├── customdoxygen.css ├── draft-ietf-codec-oggopus.xml ├── draft-ietf-codec-opus-update.xml ├── draft-ietf-codec-opus.xml ├── draft-ietf-payload-rtp-opus.xml ├── footer.html ├── header.html ├── meson.build ├── opus_in_isobmff.css ├── opus_in_isobmff.html ├── opus_logo.svg ├── opus_update.patch ├── release.txt └── trivial_example.c ├── include ├── meson.build ├── opus.h ├── opus_custom.h ├── opus_defines.h ├── opus_multistream.h ├── opus_projection.h └── opus_types.h ├── lpcnet_headers.mk ├── lpcnet_sources.mk ├── m4 ├── as-gcc-inline-assembly.m4 ├── ax_add_fortify_source.m4 └── opus-intrinsics.m4 ├── meson.build ├── meson ├── README.md ├── get-version.py └── read-sources-list.py ├── meson_options.txt ├── opus-uninstalled.pc.in ├── opus.m4 ├── opus.pc.in ├── opus_headers.mk ├── opus_sources.mk ├── releases.sha2 ├── scripts ├── dump_rnn.py ├── local_build.py ├── rnn_train.py └── shrink_model.sh ├── silk ├── A2NLSF.c ├── API.h ├── CNG.c ├── HP_variable_cutoff.c ├── Inlines.h ├── LPC_analysis_filter.c ├── LPC_fit.c ├── LPC_inv_pred_gain.c ├── LP_variable_cutoff.c ├── MacroCount.h ├── MacroDebug.h ├── NLSF2A.c ├── NLSF_VQ.c ├── NLSF_VQ_weights_laroia.c ├── NLSF_decode.c ├── NLSF_del_dec_quant.c ├── NLSF_encode.c ├── NLSF_stabilize.c ├── NLSF_unpack.c ├── NSQ.c ├── NSQ.h ├── NSQ_del_dec.c ├── PLC.c ├── PLC.h ├── SigProc_FIX.h ├── VAD.c ├── VQ_WMat_EC.c ├── ana_filt_bank_1.c ├── arm │ ├── LPC_inv_pred_gain_arm.h │ ├── LPC_inv_pred_gain_neon_intr.c │ ├── NSQ_del_dec_arm.h │ ├── NSQ_del_dec_neon_intr.c │ ├── NSQ_neon.c │ ├── NSQ_neon.h │ ├── SigProc_FIX_armv4.h │ ├── SigProc_FIX_armv5e.h │ ├── arm_silk_map.c │ ├── biquad_alt_arm.h │ ├── biquad_alt_neon_intr.c │ ├── macros_arm64.h │ ├── macros_armv4.h │ └── macros_armv5e.h ├── biquad_alt.c ├── bwexpander.c ├── bwexpander_32.c ├── check_control_input.c ├── code_signs.c ├── control.h ├── control_SNR.c ├── control_audio_bandwidth.c ├── control_codec.c ├── debug.c ├── debug.h ├── dec_API.c ├── decode_core.c ├── decode_frame.c ├── decode_indices.c ├── decode_parameters.c ├── decode_pitch.c ├── decode_pulses.c ├── decoder_set_fs.c ├── define.h ├── enc_API.c ├── encode_indices.c ├── encode_pulses.c ├── errors.h ├── fixed │ ├── LTP_analysis_filter_FIX.c │ ├── LTP_scale_ctrl_FIX.c │ ├── apply_sine_window_FIX.c │ ├── arm │ │ ├── warped_autocorrelation_FIX_arm.h │ │ └── warped_autocorrelation_FIX_neon_intr.c │ ├── autocorr_FIX.c │ ├── burg_modified_FIX.c │ ├── corrMatrix_FIX.c │ ├── encode_frame_FIX.c │ ├── find_LPC_FIX.c │ ├── find_LTP_FIX.c │ ├── find_pitch_lags_FIX.c │ ├── find_pred_coefs_FIX.c │ ├── k2a_FIX.c │ ├── k2a_Q16_FIX.c │ ├── main_FIX.h │ ├── mips │ │ └── warped_autocorrelation_FIX_mipsr1.h │ ├── noise_shape_analysis_FIX.c │ ├── pitch_analysis_core_FIX.c │ ├── process_gains_FIX.c │ ├── regularize_correlations_FIX.c │ ├── residual_energy16_FIX.c │ ├── residual_energy_FIX.c │ ├── schur64_FIX.c │ ├── schur_FIX.c │ ├── structs_FIX.h │ ├── vector_ops_FIX.c │ ├── warped_autocorrelation_FIX.c │ └── x86 │ │ ├── burg_modified_FIX_sse4_1.c │ │ └── vector_ops_FIX_sse4_1.c ├── float │ ├── LPC_analysis_filter_FLP.c │ ├── LPC_inv_pred_gain_FLP.c │ ├── LTP_analysis_filter_FLP.c │ ├── LTP_scale_ctrl_FLP.c │ ├── SigProc_FLP.h │ ├── apply_sine_window_FLP.c │ ├── autocorrelation_FLP.c │ ├── burg_modified_FLP.c │ ├── bwexpander_FLP.c │ ├── corrMatrix_FLP.c │ ├── encode_frame_FLP.c │ ├── energy_FLP.c │ ├── find_LPC_FLP.c │ ├── find_LTP_FLP.c │ ├── find_pitch_lags_FLP.c │ ├── find_pred_coefs_FLP.c │ ├── inner_product_FLP.c │ ├── k2a_FLP.c │ ├── main_FLP.h │ ├── noise_shape_analysis_FLP.c │ ├── pitch_analysis_core_FLP.c │ ├── process_gains_FLP.c │ ├── regularize_correlations_FLP.c │ ├── residual_energy_FLP.c │ ├── scale_copy_vector_FLP.c │ ├── scale_vector_FLP.c │ ├── schur_FLP.c │ ├── sort_FLP.c │ ├── structs_FLP.h │ ├── warped_autocorrelation_FLP.c │ ├── wrappers_FLP.c │ └── x86 │ │ └── inner_product_FLP_avx2.c ├── gain_quant.c ├── init_decoder.c ├── init_encoder.c ├── inner_prod_aligned.c ├── interpolate.c ├── lin2log.c ├── log2lin.c ├── macros.h ├── main.h ├── meson.build ├── mips │ ├── NSQ_mips.h │ ├── macros_mipsr1.h │ └── sigproc_fix_mipsr1.h ├── pitch_est_defines.h ├── pitch_est_tables.c ├── process_NLSFs.c ├── quant_LTP_gains.c ├── resampler.c ├── resampler_down2.c ├── resampler_down2_3.c ├── resampler_private.h ├── resampler_private_AR2.c ├── resampler_private_IIR_FIR.c ├── resampler_private_down_FIR.c ├── resampler_private_up2_HQ.c ├── resampler_rom.c ├── resampler_rom.h ├── resampler_structs.h ├── shell_coder.c ├── sigm_Q15.c ├── sort.c ├── stereo_LR_to_MS.c ├── stereo_MS_to_LR.c ├── stereo_decode_pred.c ├── stereo_encode_pred.c ├── stereo_find_predictor.c ├── stereo_quant_pred.c ├── structs.h ├── sum_sqr_shift.c ├── table_LSF_cos.c ├── tables.h ├── tables_LTP.c ├── tables_NLSF_CB_NB_MB.c ├── tables_NLSF_CB_WB.c ├── tables_gain.c ├── tables_other.c ├── tables_pitch_lag.c ├── tables_pulses_per_block.c ├── tests │ ├── meson.build │ └── test_unit_LPC_inv_pred_gain.c ├── tuning_parameters.h ├── typedef.h ├── x86 │ 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