Whisper: Transcrição de Áudio com IA

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
!conda create -n whisper
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
!conda activate whisper
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
!conda install pytorch torchvision torchaudio pytorch-cuda=11.6 -c pytorch -c nvidia
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
!pip install git+https://github.com/openai/whisper.git
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
!sudo apt update && sudo apt install ffmpeg
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
import whisper
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
# model = "tiny"
# model = "base"
# model = "small"
# model = "medium"
model = "large"
model = whisper.load_model(model)
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
audio_path = "MicroMachines.mp3"
audio = whisper.load_audio(audio_path)
audio = whisper.pad_or_trim(audio)
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
mel = whisper.log_mel_spectrogram(audio).to(model.device)
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
_, probs = model.detect_language(mel)
print(f"Detected language: {max(probs, key=probs.get)}")
	
	
Copied

			

				
Detected language: en
			
		

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
options = whisper.DecodingOptions()
result = whisper.decode(model, mel, options)
	
	
Copied

	

		

			< >
			Input
		
		

			Python
			
				
				Copy
			
		
	
	

		
result.text
	
	
Copied

			

				
"This is the Micro Machine Man presenting the most midget miniature motorcade of micro machines. Each one has dramatic details, terrific trim, precision paint jobs, plus incredible micro machine pocket play sets. There's a police station, fire station, restaurant, service station, and more. Perfect pocket portables to take any place. And there are many miniature play sets to play with and each one comes with its own special edition micro machine vehicle and fun fantastic features that miraculously move. Raise the boat lift at the airport, marina, man the gun turret at the army base, clean your car at the car wash, raise the toll bridge. And these play sets fit together to form a micro machine world. Micro machine pocket play sets so tremendously tiny, so perfectly precise, so dazzlingly detailed, you'll want to pocket them all. Micro machines and micro machine pocket play sets sold separately from Galoob. The smaller they are, the better they are."