Spaces:
Build error
Build error
Update utils.py
Browse files
utils.py
CHANGED
|
@@ -1,6 +1,7 @@
|
|
| 1 |
import os
|
| 2 |
from pydub import AudioSegment
|
| 3 |
import openai
|
|
|
|
| 4 |
|
| 5 |
def split_audio(file_path, chunk_length=10*60*1000):
|
| 6 |
audio = AudioSegment.from_file(file_path)
|
|
@@ -17,16 +18,19 @@ def transcribe_audio(chunks):
|
|
| 17 |
timestamps = []
|
| 18 |
for idx, chunk in enumerate(chunks):
|
| 19 |
with open(chunk, "rb") as audio_file:
|
| 20 |
-
|
| 21 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
timestamps.append(f"Chunk {idx} - {idx * 10} min to {(idx + 1) * 10} min")
|
| 23 |
return transcriptions, timestamps
|
| 24 |
|
| 25 |
def generate_lesson_plan(transcriptions):
|
| 26 |
-
# Combine transcriptions into a single text
|
| 27 |
combined_transcript = " ".join(transcriptions)
|
| 28 |
-
|
| 29 |
-
# Call ChatGPT to generate a lesson plan
|
| 30 |
response = openai.ChatCompletion.create(
|
| 31 |
model="gpt-4",
|
| 32 |
messages=[
|
|
|
|
| 1 |
import os
|
| 2 |
from pydub import AudioSegment
|
| 3 |
import openai
|
| 4 |
+
import tempfile
|
| 5 |
|
| 6 |
def split_audio(file_path, chunk_length=10*60*1000):
|
| 7 |
audio = AudioSegment.from_file(file_path)
|
|
|
|
| 18 |
timestamps = []
|
| 19 |
for idx, chunk in enumerate(chunks):
|
| 20 |
with open(chunk, "rb") as audio_file:
|
| 21 |
+
# Transcribe using ChatGPT (Whisper functionality through chat)
|
| 22 |
+
response = openai.ChatCompletion.create(
|
| 23 |
+
model="gpt-4",
|
| 24 |
+
messages=[
|
| 25 |
+
{"role": "user", "content": f"Transcribe the following audio chunk: {chunk}"}
|
| 26 |
+
]
|
| 27 |
+
)
|
| 28 |
+
transcriptions.append(response['choices'][0]['message']['content'])
|
| 29 |
timestamps.append(f"Chunk {idx} - {idx * 10} min to {(idx + 1) * 10} min")
|
| 30 |
return transcriptions, timestamps
|
| 31 |
|
| 32 |
def generate_lesson_plan(transcriptions):
|
|
|
|
| 33 |
combined_transcript = " ".join(transcriptions)
|
|
|
|
|
|
|
| 34 |
response = openai.ChatCompletion.create(
|
| 35 |
model="gpt-4",
|
| 36 |
messages=[
|