wi$dZddlZddlZddlZddlZddlZddlZddl m Z m Z ddl m Z ddlmZddlmZddlmZmZmZmZd de e ed ejfd Zd de e ed efd Zed krejedSdS)z0 Command line interface for Perth watermarking. N)OptionalList)PerthImplicitWatermarker)DummyWatermarker) get_config) load_audio save_audiocalculate_audio_metricsplot_audio_comparisonargsreturnctjdtj}|dd|ddd|d d d d gd |dddd|ddddgd|ddd|dddd||S)zParse command line arguments.zPerth - Audio Watermarking Tool) descriptionformatter_class input_filezPath to the input audio file)helpz--outputz-ozmPath to save the output watermarked audio file. If not provided, appends '_watermarked' to the input filenamez--methodz-mperthdummyzWatermarking method to use)choicesrz --extractz-e store_truezEExtract watermark from the input file instead of applying a watermark)actionrz--devicez-dcpucudaz+Device to use for neural network processingz--configz-czPath to a configuration filez --visualizez-vzEGenerate visualization of watermark effect (only when not extracting))argparseArgumentParserArgumentDefaultsHelpFormatter add_argument parse_args)r parsers g/root/.openclaw/workspace/chatterbox_venv_py311/lib/python3.11/site-packages/perth/cli/watermark_cli.pyrrsN  $5 >F   +IJJJ  D]^^^  D7G2D9;;;  T,dfff  D5&/JLLL  D;===  tLdfff   T " ""ct|}t|j}|jr|dd|j|jr|dd|j|dd}|dd} td|jt|j\}}|dkrRtd|d|dd}|dd }t||| } ntd t} |j r_td | || } td| tdtj| ddStd|} | |d|} |jr|j} n.t&j|j\}}|d|} t-| | |td| td| | | }tdtj|dt/| | }tdtd|dddtd|dd td!|d"dd|jrLt&j| dd#z}td$|t3| | ||dS#t4$r)}td%|t6j&Yd}~d'Sd}~wwxYw)(z'Main function for the watermarking CLI.generaldefault_watermarkerrdevicezLoading audio file: z(Initializing Perth watermarker (device: z)... models_dirrun_name)r'r&r%z!Initializing dummy watermarker...zExtracting watermark...) sample_ratezExtracted watermark: zWatermark confidence: z.4frzApplying watermark...N) watermarkr( _watermarkedzWatermarked audio saved to: zVerifying watermark...z#Watermark verification confidence: z Audio Quality Metrics:z Signal-to-Noise Ratio (SNR): snrz.2fz dBz Mean Squared Error (MSE): msez.8fz% Peak Signal-to-Noise Ratio (PSNR): psnrz_comparison.pngz Generating visualization to: zError: )file)rrconfigmethodsetr%getprintrrrrextract get_watermarknpmeancopyapply_watermarkoutputospathsplitextr r visualizer Exceptionsysstderr)r parsed_argsr0r1r%wavsrr&r' watermarkerr)original_audiowatermarked_audio output_pathbaseext extractedmetricsviz_pathes r mainrP,sT""K * + +FI 93[5GHHH: 7Hk&8999 ZZ #8 9 9F ZZ * *F@ =[%;==>>>[344R W   IVIII J J JG\::Jzz':66H2!%KK 5 6 6 6*,,K  )  + , , ,#11#21FFI 5)55 6 6 6 C279+=+=CCC D D D1 ) * * * XXZZN + ; ;C4]_ ; ` ` ! 9)0 G,,[-CDD c!%88388 (+r : : : >>> ? ? ? * + + +#112CQS1TTI P 8J8JPPP Q Q Q.n>OPPG , - - - KGENKKKK L L L EEEE F F F R'&/RRRR S S S$ W7++K88;>OOBBBCCC%n6GXVVV1  mmm#*----qqqqqs DM F%M M:M55M:__main__)N)__doc__rr<rAnumpyr7librosa soundfilesftypingrr4perth.perth_net.perth_net_implicit.perth_watermarkerrperth.dummy_watermarkerr perth.configr perth.utilsrr r r str NamespacerintrP__name__exitr!r rbs] !!!!!!!!YYYYYY444444######^^^^^^^^^^^^##Xd3i(#H4F####2PPxS "PcPPPPf z CHTTVVr!