Spaces:
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Add word timestamps to Simple and reorder
Browse files
app.py
CHANGED
@@ -84,44 +84,49 @@ class WhisperTranscriber:
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print("[Auto parallel] Using GPU devices " + str(self.parallel_device_list) + " and " + str(self.vad_cpu_cores) + " CPU cores for VAD/transcription.")
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# Entry function for the simple tab
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def transcribe_webui_simple(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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# Entry function for the simple tab progress
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def transcribe_webui_simple_progress(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vadOptions = VadOptions(vad, vadMergeWindow, vadMaxMergeSize,
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return self.transcribe_webui(modelName, languageName, urlData, multipleFiles, microphoneData, task, vadOptions,
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# Entry function for the full tab
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def transcribe_webui_full(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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append_punctuations: str, highlight_words: bool = False):
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return self.transcribe_webui_full_progress(modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize, vadPadding, vadPromptWindow, vadInitialPromptMode,
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initial_prompt, temperature, best_of, beam_size, patience, length_penalty, suppress_tokens,
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condition_on_previous_text, fp16, temperature_increment_on_fallback,
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compression_ratio_threshold, logprob_threshold, no_speech_threshold
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word_timestamps, prepend_punctuations, append_punctuations, highlight_words)
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# Entry function for the full tab with progress
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def transcribe_webui_full_progress(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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progress=gr.Progress()):
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# Handle temperature_increment_on_fallback
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if temperature_increment_on_fallback is not None:
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@@ -469,24 +474,34 @@ def create_ui(app_config: ApplicationConfig):
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whisper_models = app_config.get_model_names()
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gr.Dropdown(choices=whisper_models, value=app_config.default_model_name, label="Model"),
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gr.Dropdown(choices=sorted(get_language_names()), label="Language", value=app_config.language),
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gr.Text(label="URL (YouTube, etc.)"),
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gr.File(label="Upload Files", file_count="multiple"),
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gr.Audio(source="microphone", type="filepath", label="Microphone Input"),
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gr.Dropdown(choices=["transcribe", "translate"], label="Task", value=app_config.task),
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gr.Dropdown(choices=["none", "silero-vad", "silero-vad-skip-gaps", "silero-vad-expand-into-gaps", "periodic-vad"], value=app_config.default_vad, label="VAD"),
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gr.Number(label="VAD - Merge Window (s)", precision=0, value=app_config.vad_merge_window),
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gr.Number(label="VAD - Max Merge Size (s)", precision=0, value=app_config.vad_max_merge_size),
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]
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is_queue_mode = app_config.queue_concurrency_count is not None and app_config.queue_concurrency_count > 0
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simple_transcribe = gr.Interface(fn=ui.transcribe_webui_simple_progress if is_queue_mode else ui.transcribe_webui_simple,
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description=ui_description, article=ui_article, inputs=
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gr.File(label="Download"),
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gr.Text(label="Transcription"),
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gr.Text(label="Segments")
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@@ -496,8 +511,17 @@ def create_ui(app_config: ApplicationConfig):
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full_transcribe = gr.Interface(fn=ui.transcribe_webui_full_progress if is_queue_mode else ui.transcribe_webui_full,
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description=full_description, article=ui_article, inputs=[
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*
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gr.Dropdown(choices=["prepend_first_segment", "prepend_all_segments"], value=app_config.vad_initial_prompt_mode, label="VAD - Initial Prompt Mode"),
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gr.TextArea(label="Initial Prompt"),
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gr.Number(label="Temperature", value=app_config.temperature),
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gr.Number(label="Best Of - Non-zero temperature", value=app_config.best_of, precision=0),
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@@ -511,13 +535,6 @@ def create_ui(app_config: ApplicationConfig):
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gr.Number(label="Compression ratio threshold", value=app_config.compression_ratio_threshold),
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gr.Number(label="Logprob threshold", value=app_config.logprob_threshold),
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gr.Number(label="No speech threshold", value=app_config.no_speech_threshold),
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# Word timestamps
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gr.Checkbox(label="Word Timestamps", value=app_config.word_timestamps),
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gr.Text(label="Word Timestamps - Prepend Punctuations", value=app_config.prepend_punctuations),
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gr.Text(label="Word Timestamps - Append Punctuations", value=app_config.append_punctuations),
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gr.Checkbox(label="Word Timestamps - Highlight Words", value=app_config.highlight_words),
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], outputs=[
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gr.File(label="Download"),
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gr.Text(label="Transcription"),
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print("[Auto parallel] Using GPU devices " + str(self.parallel_device_list) + " and " + str(self.vad_cpu_cores) + " CPU cores for VAD/transcription.")
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# Entry function for the simple tab
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def transcribe_webui_simple(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize,
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word_timestamps: bool = False, highlight_words: bool = False):
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return self.transcribe_webui_simple_progress(modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize,
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word_timestamps, highlight_words)
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# Entry function for the simple tab progress
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def transcribe_webui_simple_progress(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize,
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word_timestamps: bool = False, highlight_words: bool = False,
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progress=gr.Progress()):
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vadOptions = VadOptions(vad, vadMergeWindow, vadMaxMergeSize, self.app_config.vad_padding, self.app_config.vad_prompt_window, self.app_config.vad_initial_prompt_mode)
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return self.transcribe_webui(modelName, languageName, urlData, multipleFiles, microphoneData, task, vadOptions,
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word_timestamps=word_timestamps, highlight_words=highlight_words, progress=progress)
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# Entry function for the full tab
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def transcribe_webui_full(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize, vadPadding, vadPromptWindow, vadInitialPromptMode,
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# Word timestamps
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word_timestamps: bool, highlight_words: bool, prepend_punctuations: str, append_punctuations: str,
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initial_prompt: str, temperature: float, best_of: int, beam_size: int, patience: float, length_penalty: float, suppress_tokens: str,
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condition_on_previous_text: bool, fp16: bool, temperature_increment_on_fallback: float,
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compression_ratio_threshold: float, logprob_threshold: float, no_speech_threshold: float):
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return self.transcribe_webui_full_progress(modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize, vadPadding, vadPromptWindow, vadInitialPromptMode,
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word_timestamps, highlight_words, prepend_punctuations, append_punctuations,
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initial_prompt, temperature, best_of, beam_size, patience, length_penalty, suppress_tokens,
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condition_on_previous_text, fp16, temperature_increment_on_fallback,
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compression_ratio_threshold, logprob_threshold, no_speech_threshold)
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# Entry function for the full tab with progress
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def transcribe_webui_full_progress(self, modelName, languageName, urlData, multipleFiles, microphoneData, task,
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vad, vadMergeWindow, vadMaxMergeSize, vadPadding, vadPromptWindow, vadInitialPromptMode,
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# Word timestamps
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word_timestamps: bool, highlight_words: bool, prepend_punctuations: str, append_punctuations: str,
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initial_prompt: str, temperature: float, best_of: int, beam_size: int, patience: float, length_penalty: float, suppress_tokens: str,
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condition_on_previous_text: bool, fp16: bool, temperature_increment_on_fallback: float,
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compression_ratio_threshold: float, logprob_threshold: float, no_speech_threshold: float,
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progress=gr.Progress()):
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# Handle temperature_increment_on_fallback
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if temperature_increment_on_fallback is not None:
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whisper_models = app_config.get_model_names()
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common_inputs = lambda : [
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gr.Dropdown(choices=whisper_models, value=app_config.default_model_name, label="Model"),
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gr.Dropdown(choices=sorted(get_language_names()), label="Language", value=app_config.language),
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gr.Text(label="URL (YouTube, etc.)"),
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gr.File(label="Upload Files", file_count="multiple"),
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gr.Audio(source="microphone", type="filepath", label="Microphone Input"),
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gr.Dropdown(choices=["transcribe", "translate"], label="Task", value=app_config.task),
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]
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common_vad_inputs = lambda : [
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gr.Dropdown(choices=["none", "silero-vad", "silero-vad-skip-gaps", "silero-vad-expand-into-gaps", "periodic-vad"], value=app_config.default_vad, label="VAD"),
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gr.Number(label="VAD - Merge Window (s)", precision=0, value=app_config.vad_merge_window),
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gr.Number(label="VAD - Max Merge Size (s)", precision=0, value=app_config.vad_max_merge_size),
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]
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common_word_timestamps_inputs = lambda : [
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gr.Checkbox(label="Word Timestamps", value=app_config.word_timestamps),
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gr.Checkbox(label="Word Timestamps - Highlight Words", value=app_config.highlight_words),
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]
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is_queue_mode = app_config.queue_concurrency_count is not None and app_config.queue_concurrency_count > 0
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simple_transcribe = gr.Interface(fn=ui.transcribe_webui_simple_progress if is_queue_mode else ui.transcribe_webui_simple,
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description=ui_description, article=ui_article, inputs=[
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*common_inputs(),
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*common_vad_inputs(),
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*common_word_timestamps_inputs(),
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], outputs=[
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gr.File(label="Download"),
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gr.Text(label="Transcription"),
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gr.Text(label="Segments")
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full_transcribe = gr.Interface(fn=ui.transcribe_webui_full_progress if is_queue_mode else ui.transcribe_webui_full,
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description=full_description, article=ui_article, inputs=[
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*common_inputs(),
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*common_vad_inputs(),
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gr.Number(label="VAD - Padding (s)", precision=None, value=app_config.vad_padding),
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gr.Number(label="VAD - Prompt Window (s)", precision=None, value=app_config.vad_prompt_window),
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gr.Dropdown(choices=["prepend_first_segment", "prepend_all_segments"], value=app_config.vad_initial_prompt_mode, label="VAD - Initial Prompt Mode"),
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*common_word_timestamps_inputs(),
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gr.Text(label="Word Timestamps - Prepend Punctuations", value=app_config.prepend_punctuations),
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gr.Text(label="Word Timestamps - Append Punctuations", value=app_config.append_punctuations),
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gr.TextArea(label="Initial Prompt"),
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gr.Number(label="Temperature", value=app_config.temperature),
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gr.Number(label="Best Of - Non-zero temperature", value=app_config.best_of, precision=0),
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gr.Number(label="Compression ratio threshold", value=app_config.compression_ratio_threshold),
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gr.Number(label="Logprob threshold", value=app_config.logprob_threshold),
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gr.Number(label="No speech threshold", value=app_config.no_speech_threshold),
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], outputs=[
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gr.File(label="Download"),
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gr.Text(label="Transcription"),
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