Rename examples.ipynb to example.ipynb
This commit is contained in:
Kristofer Rolf Söderström
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GitHub
GitHub
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fb21374d62
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90b6d976de
159
example.ipynb
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159
example.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "a2cd4050",
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"metadata": {},
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"outputs": [],
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"source": [
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"from transcribe import transcribe"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "9fd18544",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Help on function transcribe in module transcribe:\n",
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"\n",
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"transcribe(path, file_type, model=None, language=None, verbose=True)\n",
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" Implementation of OpenAI's whisper model. Downloads model, transcribes audio files in a folder and returns the text files with transcriptions\n",
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"\n"
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]
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}
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],
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"source": [
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"help(transcribe)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "ae6c21be",
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"metadata": {},
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"outputs": [],
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"source": [
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"path='sample_audio/'\n",
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"file_type='ogg' #check your file for file type, will only transcribe files with the file type, 'ogg', 'WAV', etc.\n",
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"model='medium' #'small', 'medium', 'large' (tradeoff between speed and accuracy)\n",
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"language= None #tries to auto-detect, other options include 'English', 'Spanish', etc...\n",
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"verbose = True # gets output while transcribing, False to deactivate"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "ec98e379",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Using medium model, you can change this by specifying model=\"medium\" for example\n",
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"Only looking for file type ogg, you can change this by specifying file_type=\"mp3\"\n",
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"Expecting None language, you can change this by specifying language=\"English\". None will try to auto-detect\n",
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"Verbosity is True. If TRUE it will print out the text as it is transcribed, you can turn this off by setting verbose=False\n",
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"\n",
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"There are 2 ogg files in path: sample_audio/\n",
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"\n",
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"\n",
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"Loading model...\n",
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"Transcribing file number number 1: sample_audio\\audio_1.ogg\n",
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"Model and file loaded...\n",
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"Starting transcription...\n",
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"\n",
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"Detecting language using up to the first 30 seconds. Use `--language` to specify the language\n",
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"Detected language: Swedish\n",
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"[00:00.000 --> 00:16.000] Hej, jag heter Axel Pettersson, jag föddes i Örebro 1976. Jag har varit Wikipedia sen 2008 och jag har översatt röstintroduktionsprojektet till svenska.\n",
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"\n",
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"Finished file number 1.\n",
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"\n",
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"\n",
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"\n",
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"Transcribing file number number 2: sample_audio\\audio_2.ogg\n",
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"Model and file loaded...\n",
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"Starting transcription...\n",
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"\n",
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"Detecting language using up to the first 30 seconds. Use `--language` to specify the language\n",
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"Detected language: English\n",
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"[00:00.000 --> 00:07.360] We're joined once again by our travel expert and also author of America's Top Roller Coasters\n",
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"[00:07.360 --> 00:09.200] in Amusement Parks, Pete Tribuco.\n",
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"[00:09.200 --> 00:11.040] Good morning and welcome back to Daybreak USA.\n",
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"[00:11.040 --> 00:13.480] Well, thanks for having me on.\n",
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"[00:13.480 --> 00:18.900] If someone's lucky enough to go on vacation to an exotic location and then maybe not so\n",
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"[00:18.900 --> 00:24.860] lucky to have some kind of a disaster happen while they're there, maybe some civil unrest,\n",
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"[00:24.860 --> 00:26.200] what should they do now?\n",
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"[00:26.200 --> 00:27.200] What's the next step?\n",
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"[00:27.840 --> 00:31.560] Well, whenever you're going on vacation, whether it's locally or internationally, you've got\n",
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"[00:31.560 --> 00:33.080] to be very careful.\n",
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"[00:33.080 --> 00:38.880] Obviously, natural disasters, they pop up, or man-made disasters pop up pretty quickly.\n",
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"[00:38.880 --> 00:42.800] You want to make sure that you've got a few things when you're on vacation that's important.\n",
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"[00:42.800 --> 00:45.100] Number one, always stay informed.\n",
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"[00:45.100 --> 00:48.640] When you're traveling, it's easy to find yourself, you know, distant from the world.\n",
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"[00:48.640 --> 00:51.920] Always know what's happening in that area that you're going to.\n",
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"[00:51.920 --> 00:55.840] You know, always check and see what the conditions are.\n",
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"[00:55.880 --> 01:00.480] And sometimes it's a place you might not want to go to, so always check that.\n",
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"[01:00.480 --> 01:04.160] And, you know, of course, check out all the different weather alerts.\n",
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"[01:04.160 --> 01:09.200] If it's a hurricane season, for example, make sure that you're aware of that.\n",
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"[01:09.200 --> 01:14.600] If an incident does happen, stay with a group, get a buddy, you know, travel with a buddy\n",
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"[01:14.600 --> 01:18.880] or somebody that you can basically go to so that you're not alone.\n",
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"[01:18.880 --> 01:24.040] Obviously, you want to make sure that if there's any type of a disaster, that you have a plan\n",
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"[01:24.040 --> 01:25.040] in place.\n",
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"[01:25.080 --> 01:30.440] Now, the one big thing I think everyone should do is invest in travel insurance.\n",
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"[01:30.440 --> 01:35.000] No matter where you are, no matter where you go, if you have that insurance program in\n",
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"[01:35.000 --> 01:40.480] place and know what the limitations and scenarios that it covers, it's good to have it.\n",
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"[01:40.480 --> 01:44.880] It's well worth paying the little extra dollars to enjoy your vacation.\n",
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"[01:44.880 --> 01:49.080] And, of course, connect back with your home base, you know.\n",
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"[01:49.080 --> 01:53.680] When you travel, you want to let people know where you're at, where you're going to be.\n",
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"[01:53.720 --> 01:58.320] Maybe have an itinerary with the embassy if you're going, you know, overseas and make\n",
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"[01:58.320 --> 02:01.440] sure that everyone knows where you're at at any given time.\n",
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"[02:01.440 --> 02:07.080] And, of course, during a disaster, the American Red Cross is pretty much everywhere.\n",
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"[02:07.080 --> 02:12.960] You want to find a location, depending on the situation of what has happened.\n",
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"[02:12.960 --> 02:17.960] And they'll be able to set you up, you know, with care packages and stuff along those lines.\n",
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"[02:17.960 --> 02:18.960] Great advice, Pete.\n",
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"[02:18.960 --> 02:21.160] Do you have a website where you can get more information?\n"
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]
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}
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],
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"source": [
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"transcribe(path, file_type, model, language, verbose)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "6002cf16",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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