Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -10,10 +10,14 @@ import wave
|
|
10 |
import json
|
11 |
from vosk import Model, KaldiRecognizer
|
12 |
from transformers import pipeline
|
13 |
-
from huggingface_hub import snapshot_download
|
14 |
from pydub import AudioSegment
|
15 |
import noisereduce as nr
|
16 |
|
|
|
|
|
|
|
|
|
17 |
# β
Auto-Download Vosk Model (Speech-to-Text)
|
18 |
VOSK_MODEL = "vosk-model-small-en-us-0.15"
|
19 |
if not os.path.exists(VOSK_MODEL):
|
@@ -26,7 +30,7 @@ if not os.path.exists(VOSK_MODEL):
|
|
26 |
model = Model(VOSK_MODEL)
|
27 |
|
28 |
# β
Auto-Download Wav2Vec2 Model (Emotion Detection)
|
29 |
-
WAV2VEC_MODEL = "
|
30 |
if not os.path.exists(WAV2VEC_MODEL):
|
31 |
st.write(f"Downloading {WAV2VEC_MODEL}...")
|
32 |
snapshot_download(repo_id=WAV2VEC_MODEL, local_dir=WAV2VEC_MODEL)
|
|
|
10 |
import json
|
11 |
from vosk import Model, KaldiRecognizer
|
12 |
from transformers import pipeline
|
13 |
+
from huggingface_hub import snapshot_download, login
|
14 |
from pydub import AudioSegment
|
15 |
import noisereduce as nr
|
16 |
|
17 |
+
# β
Authenticate Hugging Face to access models
|
18 |
+
HUGGINGFACE_TOKEN = "your_huggingface_token" # Replace with your token
|
19 |
+
login(token=HUGGINGFACE_TOKEN)
|
20 |
+
|
21 |
# β
Auto-Download Vosk Model (Speech-to-Text)
|
22 |
VOSK_MODEL = "vosk-model-small-en-us-0.15"
|
23 |
if not os.path.exists(VOSK_MODEL):
|
|
|
30 |
model = Model(VOSK_MODEL)
|
31 |
|
32 |
# β
Auto-Download Wav2Vec2 Model (Emotion Detection)
|
33 |
+
WAV2VEC_MODEL = "facebook/wav2vec2-large-xlsr-53"
|
34 |
if not os.path.exists(WAV2VEC_MODEL):
|
35 |
st.write(f"Downloading {WAV2VEC_MODEL}...")
|
36 |
snapshot_download(repo_id=WAV2VEC_MODEL, local_dir=WAV2VEC_MODEL)
|