audio editor

<p> <span style="background-color: #1e1e1e; color: #c586c0; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;">from</span><span style="background-color: #1e1e1e; color: #d4d4d4; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;"> </span><span style="background-color: #1e1e1e; color: #4ec9b0; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;">pydub</span><span style="background-color: #1e1e1e; color: #d4d4d4; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;"> </span><span style="background-color: #1e1e1e; color: #c586c0; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;">import</span><span style="background-color: #1e1e1e; color: #d4d4d4; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;"> </span><span style="background-color: #1e1e1e; color: #4ec9b0; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; white-space: pre;">AudioSegment</span></p><div style="background-color: #1e1e1e; color: #d4d4d4; font-family: Menlo, Monaco, "Courier New", monospace; font-size: 12px; line-height: 18px; white-space: pre;"><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">os</span></div><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">speech_recognition</span> <span style="color: #c586c0;">as</span> <span style="color: #4ec9b0;">sr</span></div><div><span style="color: #c586c0;">from</span> <span style="color: #4ec9b0;">pydub</span>.<span style="color: #4ec9b0;">silence</span> <span style="color: #c586c0;">import</span> <span style="color: #dcdcaa;">detect_nonsilent</span></div><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">re</span></div><div><span style="color: #c586c0;">from</span> <span style="color: #4ec9b0;">difflib</span> <span style="color: #c586c0;">import</span> <span style="color: #dcdcaa;">get_close_matches</span></div><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">difflib</span></div><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">time</span></div><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">shutil</span></div><div><span style="color: #c586c0;">import</span> <span style="color: #4ec9b0;">glob</span></div><br /><div><span style="color: #6a9955;">#--------------IMPORTANT----------->>>>>>>>>> audio file name sould be photo2.wav</span></div><div><span style="color: #9cdcfe;">original_folder</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/photo2"</span></div><div><span style="color: #9cdcfe;">included_folder1</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/included1"</span></div><div><span style="color: #9cdcfe;">skipped_folder1</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/excluded1"</span></div><div><span style="color: #9cdcfe;">included_folder2</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/included2"</span></div><br /><br /><div><span style="color: #569cd6;">def</span> <span style="color: #dcdcaa;">split_audio_segments</span>(<span style="color: #9cdcfe;">audio_file</span>):</div><div> <span style="color: #6a9955;"># Load the audio file</span></div><div> <span style="color: #9cdcfe;">audio</span> = <span style="color: #4ec9b0;">AudioSegment</span>.<span style="color: #dcdcaa;">from_file</span>(<span style="color: #9cdcfe;">audio_file</span>)</div><br /><div> <span style="color: #6a9955;"># Set the silence threshold (in dB) and silence duration (in milliseconds)</span></div><div> <span style="color: #9cdcfe;">silence_threshold</span> = -<span style="color: #b5cea8;">50</span> <span style="color: #6a9955;"># Adjust this value based on your audio</span></div><div> <span style="color: #9cdcfe;">silence_duration</span> = <span style="color: #b5cea8;">500</span> <span style="color: #6a9955;"># Minimum silence duration to consider as a gap</span></div><div> <span style="color: #9cdcfe;">buffer_duration</span> = <span style="color: #b5cea8;">500</span> <span style="color: #6a9955;"># Buffer duration in milliseconds</span></div><br /><div> <span style="color: #6a9955;"># Detect non-silent segments in the audio</span></div><div> <span style="color: #9cdcfe;">non_silent_ranges</span> = <span style="color: #dcdcaa;">detect_nonsilent</span>(<span style="color: #9cdcfe;">audio</span>, <span style="color: #9cdcfe;">min_silence_len</span>=<span style="color: #9cdcfe;">silence_duration</span>, <span style="color: #9cdcfe;">silence_thresh</span>=<span style="color: #9cdcfe;">silence_threshold</span>)</div><br /><div> <span style="color: #6a9955;"># Create a directory to save the segments</span></div><div> <span style="color: #9cdcfe;">output_directory</span> = <span style="color: #4ec9b0;">os</span>.<span style="color: #9cdcfe;">path</span>.<span style="color: #dcdcaa;">splitext</span>(<span style="color: #9cdcfe;">audio_file</span>)[<span style="color: #b5cea8;">0</span>]</div><div> <span style="color: #4ec9b0;">os</span>.<span style="color: #dcdcaa;">makedirs</span>(<span style="color: #9cdcfe;">output_directory</span>, <span style="color: #9cdcfe;">exist_ok</span>=<span style="color: #569cd6;">True</span>)</div><br /><div> <span style="color: #6a9955;"># Transcribe each segment and save with appropriate filename</span></div><div> <span style="color: #9cdcfe;">recognizer</span> = <span style="color: #4ec9b0;">sr</span>.<span style="color: #4ec9b0;">Recognizer</span>()</div><div> <span style="color: #9cdcfe;">recognized_count</span> = <span style="color: #b5cea8;">0</span> <span style="color: #6a9955;"># Counter for recognized segments</span></div><div> <span style="color: #c586c0;">for</span> <span style="color: #9cdcfe;">i</span>, (<span style="color: #9cdcfe;">start</span>, <span style="color: #9cdcfe;">end</span>) <span style="color: #c586c0;">in</span> <span style="color: #4ec9b0;">enumerate</span>(<span style="color: #9cdcfe;">non_silent_ranges</span>):</div><div> <span style="color: #6a9955;"># Calculate start and end positions with buffer</span></div><div> <span style="color: #9cdcfe;">segment_start</span> = <span style="color: #dcdcaa;">max</span>(<span style="color: #b5cea8;">0</span>, <span style="color: #9cdcfe;">start</span> - <span style="color: #9cdcfe;">buffer_duration</span>)</div><div> <span style="color: #9cdcfe;">segment_end</span> = <span style="color: #dcdcaa;">min</span>(<span style="color: #9cdcfe;">end</span> + <span style="color: #9cdcfe;">buffer_duration</span>, <span style="color: #dcdcaa;">len</span>(<span style="color: #9cdcfe;">audio</span>))</div><br /><div> <span style="color: #6a9955;"># Extract the segment with buffer</span></div><div> <span style="color: #9cdcfe;">segment</span> = <span style="color: #9cdcfe;">audio</span>[<span style="color: #9cdcfe;">segment_start</span>:<span style="color: #9cdcfe;">segment_end</span>]</div><br /><div> <span style="color: #6a9955;"># Export segment as a temporary WAV file</span></div><div> <span style="color: #9cdcfe;">temp_file</span> = <span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">output_directory</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/temp.wav"</span></div><div> <span style="color: #9cdcfe;">segment</span>.export(<span style="color: #9cdcfe;">temp_file</span>, <span style="color: #9cdcfe;">format</span>=<span style="color: #ce9178;">"wav"</span>)</div><br /><div> <span style="color: #c586c0;">try</span>:</div><div> <span style="color: #6a9955;"># Transcribe the segment using speech recognition</span></div><div> <span style="color: #c586c0;">with</span> <span style="color: #4ec9b0;">sr</span>.<span style="color: #4ec9b0;">AudioFile</span>(<span style="color: #9cdcfe;">temp_file</span>) <span style="color: #c586c0;">as</span> <span style="color: #9cdcfe;">audio_file</span>:</div><div> <span style="color: #9cdcfe;">audio_data</span> = <span style="color: #9cdcfe;">recognizer</span>.<span style="color: #dcdcaa;">record</span>(<span style="color: #9cdcfe;">audio_file</span>)</div><div> <span style="color: #9cdcfe;">transcription</span> = <span style="color: #9cdcfe;">recognizer</span>.<span style="color: #dcdcaa;">recognize_google</span>(<span style="color: #9cdcfe;">audio_data</span>)</div><br /><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">transcription</span> <span style="color: #569cd6;">and</span> <span style="color: #9cdcfe;">transcription</span>.strip():</div><div> <span style="color: #9cdcfe;">recognized_count</span> += <span style="color: #b5cea8;">1</span> <span style="color: #6a9955;"># Increment the counter for recognized segments</span></div><br /><div> <span style="color: #6a9955;"># Save the segment with the transcription as the filename</span></div><div> <span style="color: #9cdcfe;">segment_filename</span> = <span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">output_directory</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">recognized_count</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">. </span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">transcription</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">.wav"</span></div><div> <span style="color: #9cdcfe;">segment</span>.export(<span style="color: #9cdcfe;">segment_filename</span>, <span style="color: #9cdcfe;">format</span>=<span style="color: #ce9178;">"wav"</span>)</div><div> <span style="color: #c586c0;">else</span>:</div><div> <span style="color: #6a9955;"># Skip saving the segment if transcription is empty</span></div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"Skipping segment - Empty transcription"</span>)</div><div> <span style="color: #c586c0;">except</span> <span style="color: #4ec9b0;">sr</span>.<span style="color: #4ec9b0;">UnknownValueError</span>:</div><div> <span style="color: #6a9955;"># Skip saving the segment if transcription is unknown</span></div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"Skipping segment - Unrecognized transcription"</span>)</div><br /><div> <span style="color: #6a9955;"># Delete the temporary file</span></div><div> <span style="color: #4ec9b0;">os</span>.<span style="color: #dcdcaa;">remove</span>(<span style="color: #9cdcfe;">temp_file</span>)</div><br /><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">recognized_count</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;"> segments saved successfully."</span>)</div><br /><br /><div><span style="color: #6a9955;"># Provide the path to your audio file</span></div><div><span style="color: #9cdcfe;">audio_file_path</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/photo2.wav"</span></div><br /><div><span style="color: #dcdcaa;">split_audio_segments</span>(<span style="color: #9cdcfe;">audio_file_path</span>)</div><br /><div><span style="color: #4ec9b0;">time</span>.<span style="color: #dcdcaa;">sleep</span>(<span style="color: #b5cea8;">5</span>)</div><div><span style="color: #6a9955;">## Segment created, now excluding duplicate segements and merging audio.---------------------</span></div><br /><br /><br /><div><span style="color: #569cd6;">def</span> <span style="color: #dcdcaa;">concatenate_audio_segments</span>(<span style="color: #9cdcfe;">segment_directory</span>, <span style="color: #9cdcfe;">output_file</span>):</div><div> <span style="color: #9cdcfe;">segment_files</span> = <span style="color: #dcdcaa;">sorted</span>(</div><div> (<span style="color: #9cdcfe;">file</span> <span style="color: #c586c0;">for</span> <span style="color: #9cdcfe;">file</span> <span style="color: #c586c0;">in</span> <span style="color: #4ec9b0;">os</span>.<span style="color: #dcdcaa;">listdir</span>(<span style="color: #9cdcfe;">segment_directory</span>) <span style="color: #c586c0;">if</span> <span style="color: #569cd6;">not</span> <span style="color: #9cdcfe;">file</span>.startswith(<span style="color: #ce9178;">'.'</span>) <span style="color: #569cd6;">and</span> <span style="color: #9cdcfe;">file</span> != <span style="color: #ce9178;">'temp.wav'</span> <span style="color: #569cd6;">and</span> <span style="color: #569cd6;">not</span> <span style="color: #4ec9b0;">os</span>.<span style="color: #9cdcfe;">path</span>.<span style="color: #dcdcaa;">isdir</span>(<span style="color: #4ec9b0;">os</span>.<span style="color: #9cdcfe;">path</span>.<span style="color: #dcdcaa;">join</span>(<span style="color: #9cdcfe;">segment_directory</span>, <span style="color: #9cdcfe;">file</span>))),</div><div> <span style="color: #9cdcfe;">key</span>=<span style="color: #569cd6;">lambda</span> <span style="color: #9cdcfe;">x</span>: <span style="color: #4ec9b0;">int</span>(<span style="color: #4ec9b0;">re</span>.<span style="color: #dcdcaa;">search</span>(<span style="color: #569cd6;">r</span><span style="color: #d16969;">'^</span><span style="color: #ce9178;">(</span><span style="color: #d16969;">\d</span><span style="color: #d7ba7d;">+</span><span style="color: #ce9178;">)</span><span style="color: #d16969;">'</span>, <span style="color: #9cdcfe;">x</span>).<span style="color: #dcdcaa;">group</span>()) <span style="color: #c586c0;">if</span> <span style="color: #4ec9b0;">re</span>.<span style="color: #dcdcaa;">search</span>(<span style="color: #569cd6;">r</span><span style="color: #d16969;">'^</span><span style="color: #ce9178;">(</span><span style="color: #d16969;">\d</span><span style="color: #d7ba7d;">+</span><span style="color: #ce9178;">)</span><span style="color: #d16969;">'</span>, <span style="color: #9cdcfe;">x</span>) <span style="color: #c586c0;">else</span> <span style="color: #4ec9b0;">float</span>(<span style="color: #ce9178;">'inf'</span>)</div><div> )</div><div> <span style="color: #6a9955;"># Read each segment file and concatenate them into a complete audio file</span></div><div> <span style="color: #9cdcfe;">complete_audio</span> = <span style="color: #4ec9b0;">AudioSegment</span>.<span style="color: #dcdcaa;">empty</span>()</div><div> <span style="color: #9cdcfe;">previous_phrase</span> = <span style="color: #ce9178;">""</span></div><div> <span style="color: #9cdcfe;">next_phrase</span> = <span style="color: #ce9178;">""</span></div><div> <span style="color: #9cdcfe;">skipped_segments</span> = []</div><div> <span style="color: #c586c0;">for</span> <span style="color: #9cdcfe;">i</span>, <span style="color: #9cdcfe;">segment_file</span> <span style="color: #c586c0;">in</span> <span style="color: #4ec9b0;">enumerate</span>(<span style="color: #9cdcfe;">segment_files</span>):</div><div> <span style="color: #9cdcfe;">segment_path</span> = <span style="color: #4ec9b0;">os</span>.<span style="color: #9cdcfe;">path</span>.<span style="color: #dcdcaa;">join</span>(<span style="color: #9cdcfe;">segment_directory</span>, <span style="color: #9cdcfe;">segment_file</span>)</div><br /><div> <span style="color: #6a9955;"># Load the segment audio</span></div><div> <span style="color: #9cdcfe;">segment_audio</span> = <span style="color: #4ec9b0;">AudioSegment</span>.<span style="color: #dcdcaa;">from_file</span>(<span style="color: #9cdcfe;">segment_path</span>, <span style="color: #9cdcfe;">format</span>=<span style="color: #ce9178;">"wav"</span>)</div><br /><div> <span style="color: #6a9955;"># Extract the initial phrase from the segment filename</span></div><div> <span style="color: #9cdcfe;">match</span> = <span style="color: #4ec9b0;">re</span>.<span style="color: #dcdcaa;">match</span>(<span style="color: #569cd6;">r</span><span style="color: #d16969;">"\d</span><span style="color: #d7ba7d;">+\.</span><span style="color: #d16969;"> </span><span style="color: #ce9178;">(</span><span style="color: #d16969;">.</span><span style="color: #d7ba7d;">+</span><span style="color: #ce9178;">)</span><span style="color: #d7ba7d;">\.</span><span style="color: #d16969;">wav"</span>, <span style="color: #9cdcfe;">segment_file</span>)</div><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">match</span>:</div><div> <span style="color: #9cdcfe;">current_phrase</span> = <span style="color: #9cdcfe;">match</span>.<span style="color: #dcdcaa;">group</span>(<span style="color: #b5cea8;">1</span>)</div><div> <span style="color: #c586c0;">else</span>:</div><div> <span style="color: #9cdcfe;">current_phrase</span> = <span style="color: #ce9178;">""</span></div><br /><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">i</span> < <span style="color: #dcdcaa;">len</span>(<span style="color: #9cdcfe;">segment_files</span>) - <span style="color: #b5cea8;">1</span>:</div><div> <span style="color: #9cdcfe;">next_segment_file</span> = <span style="color: #9cdcfe;">segment_files</span>[<span style="color: #9cdcfe;">i</span> + <span style="color: #b5cea8;">1</span>]</div><div> <span style="color: #9cdcfe;">next_match</span> = <span style="color: #4ec9b0;">re</span>.<span style="color: #dcdcaa;">match</span>(<span style="color: #569cd6;">r</span><span style="color: #d16969;">"\d</span><span style="color: #d7ba7d;">+\.</span><span style="color: #d16969;"> </span><span style="color: #ce9178;">(</span><span style="color: #d16969;">.</span><span style="color: #d7ba7d;">+</span><span style="color: #ce9178;">)</span><span style="color: #d7ba7d;">\.</span><span style="color: #d16969;">wav"</span>, <span style="color: #9cdcfe;">next_segment_file</span>)</div><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">next_match</span>:</div><div> <span style="color: #9cdcfe;">next_phrase</span> = <span style="color: #9cdcfe;">next_match</span>.<span style="color: #dcdcaa;">group</span>(<span style="color: #b5cea8;">1</span>)</div><div> <span style="color: #c586c0;">else</span>:</div><div> <span style="color: #9cdcfe;">next_phrase</span> = <span style="color: #ce9178;">""</span></div><br /><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">current_phrase</span> <span style="color: #569cd6;">and</span> <span style="color: #9cdcfe;">current_phrase</span>[:<span style="color: #b5cea8;">3</span>] != <span style="color: #9cdcfe;">next_phrase</span>[:<span style="color: #b5cea8;">3</span>]:</div><div> <span style="color: #6a9955;"># Append the segment to the complete audio if the initial phrase is not a duplicate</span></div><div> <span style="color: #9cdcfe;">complete_audio</span> += <span style="color: #9cdcfe;">segment_audio</span></div><div> <span style="color: #9cdcfe;">previous_phrase</span> = <span style="color: #9cdcfe;">current_phrase</span></div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"Included segment: </span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">segment_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>)</div><div> <span style="color: #4ec9b0;">shutil</span>.<span style="color: #dcdcaa;">move</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">original_folder</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">segment_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>, <span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">included_folder1</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">segment_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>)</div><div> <span style="color: #c586c0;">else</span>:</div><div> <span style="color: #9cdcfe;">skipped_segments</span>.<span style="color: #dcdcaa;">append</span>(<span style="color: #9cdcfe;">segment_file</span>)</div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"Skipped segment: </span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">segment_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>)</div><div> <span style="color: #4ec9b0;">shutil</span>.<span style="color: #dcdcaa;">move</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">original_folder</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">segment_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>, <span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">skipped_folder1</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">segment_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>)</div><br /><div> <span style="color: #6a9955;"># Export the complete audio to the output file</span></div><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">complete_audio</span>:</div><div> <span style="color: #9cdcfe;">complete_audio</span>.<span style="color: #dcdcaa;">export</span>(<span style="color: #9cdcfe;">output_file</span>, <span style="color: #9cdcfe;">format</span>=<span style="color: #ce9178;">"wav"</span>)</div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"Complete audio saved as </span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">output_file</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">."</span>)</div><div> <span style="color: #c586c0;">else</span>:</div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #ce9178;">"No segments found for concatenation."</span>)</div><br /><div><span style="color: #6a9955;"># Provide the directory containing the segment files</span></div><div><span style="color: #9cdcfe;">segment_directory</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/photo2/"</span></div><br /><div><span style="color: #6a9955;"># Provide the output file path for the complete audio</span></div><div><span style="color: #9cdcfe;">output_file</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/photo2/zzzzzz.wav"</span></div><br /><div><span style="color: #6a9955;"># Set the FFPROBE_PATH environment variable</span></div><div><span style="color: #4ec9b0;">os</span>.<span style="color: #9cdcfe;">environ</span>[<span style="color: #ce9178;">"FFPROBE_PATH"</span>] = <span style="color: #ce9178;">"/opt/homebrew/bin/ffprobe"</span></div><br /><div><span style="color: #dcdcaa;">concatenate_audio_segments</span>(<span style="color: #9cdcfe;">segment_directory</span>, <span style="color: #9cdcfe;">output_file</span>)</div><br /><br /><div><span style="color: #6a9955;"># -------------------------- this code is half, to filter middle words... you have to complete the code--------------------------</span></div><br /><br /><br /><div><span style="color: #569cd6;">def</span> <span style="color: #dcdcaa;">filter_files</span>(<span style="color: #9cdcfe;">file_list</span>):</div><div> <span style="color: #9cdcfe;">filtered_list</span> = []</div><div> <span style="color: #9cdcfe;">previous_middle_words</span> = <span style="color: #569cd6;">None</span></div><br /><div> <span style="color: #c586c0;">for</span> <span style="color: #9cdcfe;">file_name</span> <span style="color: #c586c0;">in</span> <span style="color: #4ec9b0;">reversed</span>(<span style="color: #9cdcfe;">file_list</span>):</div><div> <span style="color: #9cdcfe;">current_middle_words</span> = <span style="color: #dcdcaa;">get_middle_words</span>(<span style="color: #9cdcfe;">file_name</span>)</div><br /><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">previous_middle_words</span> <span style="color: #569cd6;">is</span> <span style="color: #569cd6;">None</span> <span style="color: #569cd6;">or</span> <span style="color: #569cd6;">not</span> <span style="color: #dcdcaa;">is_similar_sequence</span>(<span style="color: #9cdcfe;">previous_middle_words</span>, <span style="color: #9cdcfe;">current_middle_words</span>):</div><div> <span style="color: #9cdcfe;">filtered_list</span>.<span style="color: #dcdcaa;">append</span>(<span style="color: #9cdcfe;">file_name</span>)</div><div> <span style="color: #9cdcfe;">previous_middle_words</span> = <span style="color: #9cdcfe;">current_middle_words</span></div><br /><div> <span style="color: #c586c0;">return</span> <span style="color: #4ec9b0;">list</span>(<span style="color: #4ec9b0;">reversed</span>(<span style="color: #9cdcfe;">filtered_list</span>))</div><br /><div><span style="color: #569cd6;">def</span> <span style="color: #dcdcaa;">get_middle_words</span>(<span style="color: #9cdcfe;">file_name</span>):</div><div> <span style="color: #9cdcfe;">words</span> = <span style="color: #9cdcfe;">file_name</span>.split()[<span style="color: #b5cea8;">2</span>:-<span style="color: #b5cea8;">1</span>]<span style="color: #6a9955;">#middle words match number.</span></div><div> <span style="color: #9cdcfe;">middle_words</span> = <span style="color: #ce9178;">' '</span>.<span style="color: #dcdcaa;">join</span>(<span style="color: #9cdcfe;">words</span>)</div><div> <span style="color: #c586c0;">return</span> <span style="color: #9cdcfe;">middle_words</span></div><br /><div><span style="color: #569cd6;">def</span> <span style="color: #dcdcaa;">is_similar_sequence</span>(<span style="color: #9cdcfe;">seq1</span>, <span style="color: #9cdcfe;">seq2</span>):</div><div> <span style="color: #c586c0;">if</span> <span style="color: #9cdcfe;">seq1</span> <span style="color: #569cd6;">is</span> <span style="color: #569cd6;">None</span>:</div><div> <span style="color: #c586c0;">return</span> <span style="color: #569cd6;">False</span></div><br /><div> <span style="color: #9cdcfe;">seq1_words</span> = <span style="color: #9cdcfe;">seq1</span>.split()</div><div> <span style="color: #9cdcfe;">seq2_words</span> = <span style="color: #9cdcfe;">seq2</span>.split()</div><br /><div> <span style="color: #9cdcfe;">sequence_matcher</span> = <span style="color: #4ec9b0;">difflib</span>.<span style="color: #4ec9b0;">SequenceMatcher</span>(<span style="color: #569cd6;">None</span>, <span style="color: #9cdcfe;">seq1_words</span>, <span style="color: #9cdcfe;">seq2_words</span>)</div><div> <span style="color: #9cdcfe;">match_ratio</span> = <span style="color: #9cdcfe;">sequence_matcher</span>.<span style="color: #dcdcaa;">ratio</span>()</div><br /><div> <span style="color: #c586c0;">return</span> <span style="color: #9cdcfe;">match_ratio</span> >= <span style="color: #b5cea8;">0.7</span></div><br /><br /><div><span style="color: #9cdcfe;">files</span> = []</div><br /><div><span style="color: #6a9955;"># Fetch all WAV files from the included folder</span></div><div><span style="color: #9cdcfe;">wav_files</span> = <span style="color: #4ec9b0;">glob</span>.<span style="color: #dcdcaa;">glob</span>(<span style="color: #9cdcfe;">included_folder1</span> + <span style="color: #ce9178;">"/*.wav"</span>)</div><br /><div><span style="color: #6a9955;"># Sort the WAV files numerically based on the numbers in the filenames</span></div><div><span style="color: #9cdcfe;">sorted_files</span> = <span style="color: #dcdcaa;">sorted</span>(<span style="color: #9cdcfe;">wav_files</span>, <span style="color: #9cdcfe;">key</span>=<span style="color: #569cd6;">lambda</span> <span style="color: #9cdcfe;">x</span>: <span style="color: #4ec9b0;">int</span>(<span style="color: #4ec9b0;">re</span>.<span style="color: #dcdcaa;">findall</span>(<span style="color: #569cd6;">r</span><span style="color: #d16969;">"\d</span><span style="color: #d7ba7d;">+\.</span><span style="color: #d16969;">"</span>, <span style="color: #9cdcfe;">x</span>)[<span style="color: #b5cea8;">0</span>].split(<span style="color: #ce9178;">'.'</span>)[<span style="color: #b5cea8;">0</span>]))</div><br /><div><span style="color: #6a9955;"># Iterate over the sorted WAV files and add their filenames to the list</span></div><div><span style="color: #c586c0;">for</span> <span style="color: #9cdcfe;">wav_file</span> <span style="color: #c586c0;">in</span> <span style="color: #9cdcfe;">sorted_files</span>:</div><div> <span style="color: #9cdcfe;">filename</span> = <span style="color: #9cdcfe;">wav_file</span>.<span style="color: #dcdcaa;">split</span>(<span style="color: #ce9178;">"/"</span>)[-<span style="color: #b5cea8;">1</span>] <span style="color: #6a9955;"># Extract the filename from the file path</span></div><div> <span style="color: #9cdcfe;">files</span>.<span style="color: #dcdcaa;">append</span>(<span style="color: #9cdcfe;">filename</span>)</div><br /><div><span style="color: #9cdcfe;">filtered_files</span> = <span style="color: #dcdcaa;">filter_files</span>(<span style="color: #9cdcfe;">files</span>)</div><div><span style="color: #9cdcfe;">complete_audio</span> = <span style="color: #4ec9b0;">AudioSegment</span>.<span style="color: #dcdcaa;">empty</span>()</div><div><span style="color: #c586c0;">for</span> <span style="color: #9cdcfe;">file_name</span> <span style="color: #c586c0;">in</span> <span style="color: #9cdcfe;">filtered_files</span>:</div><div> <span style="color: #9cdcfe;">source_path</span> = <span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">included_folder1</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">file_name</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span></div><div> <span style="color: #9cdcfe;">destination_path</span> = <span style="color: #569cd6;">f</span><span style="color: #ce9178;">"</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">included_folder2</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">/</span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">file_name</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span></div><div> </div><div> <span style="color: #6a9955;"># Move the file from included_folder1 to included_folder2</span></div><div> <span style="color: #4ec9b0;">shutil</span>.<span style="color: #dcdcaa;">move</span>(<span style="color: #9cdcfe;">source_path</span>, <span style="color: #9cdcfe;">destination_path</span>)</div><div> <span style="color: #dcdcaa;">print</span>(<span style="color: #569cd6;">f</span><span style="color: #ce9178;">"Moved file: </span><span style="color: #569cd6;">{</span><span style="color: #9cdcfe;">file_name</span><span style="color: #569cd6;">}</span><span style="color: #ce9178;">"</span>)</div><br /><div> <span style="color: #6a9955;"># Load each segment audio</span></div><div> <span style="color: #9cdcfe;">segment_audio</span> = <span style="color: #4ec9b0;">AudioSegment</span>.<span style="color: #dcdcaa;">from_file</span>(<span style="color: #9cdcfe;">destination_path</span>, <span style="color: #9cdcfe;">format</span>=<span style="color: #ce9178;">"wav"</span>)</div><br /><div> <span style="color: #6a9955;"># Concatenate the segment to the complete audio</span></div><div> <span style="color: #9cdcfe;">complete_audio</span> += <span style="color: #9cdcfe;">segment_audio</span></div><br /><div><span style="color: #6a9955;"># Export the complete audio to a single WAV file</span></div><div><span style="color: #9cdcfe;">output_file</span> = <span style="color: #ce9178;">"/Users/jitendersingh/Documents/audiotest/finalfile.wav"</span></div><div><span style="color: #9cdcfe;">complete_audio</span>.<span style="color: #dcdcaa;">export</span>(<span style="color: #9cdcfe;">output_file</span>, <span style="color: #9cdcfe;">format</span>=<span style="color: #ce9178;">"wav"</span>)</div><br /><div><span style="color: #dcdcaa;">print</span>(<span style="color: #ce9178;">"Concatenation completed. Output file saved as"</span>, <span style="color: #9cdcfe;">output_file</span>)</div></div>

audio editor

  from pydub import AudioSegment import os import speech_recognition as sr from pydub . silence import detect_nonsilent import re...

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