Utkarshg02 commited on
Commit
ebcca26
·
verified ·
1 Parent(s): 82f8396

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +36 -3
README.md CHANGED
@@ -1,8 +1,41 @@
 
 
 
 
 
 
 
 
 
1
 
2
  # my-wav2vec2-processor
3
 
4
  This is a Wav2Vec2 processor (tokenizer + feature extractor) for speech recognition.
5
 
6
- - Base model: facebook/wav2vec2-base-960h
7
- - Uploaded by: Utkarshg02
8
- - Intended use: preprocessing audio data for ASR
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: en
3
+ tags:
4
+ - audio
5
+ - speech-recognition
6
+ - wav2vec2
7
+ - tokenizer
8
+ license: apache-2.0
9
+ ---
10
 
11
  # my-wav2vec2-processor
12
 
13
  This is a Wav2Vec2 processor (tokenizer + feature extractor) for speech recognition.
14
 
15
+ - **Base model**: facebook/wav2vec2-base-960h
16
+ - **Uploaded by**: Utkarshg02
17
+ - **Intended use**: Preprocessing audio data for Automatic Speech Recognition (ASR) tasks.
18
+
19
+ ## How to Use
20
+
21
+ ```python
22
+ from transformers import Wav2Vec2Processor
23
+
24
+ processor = Wav2Vec2Processor.from_pretrained("Utkarshg02/my-wav2vec2-processor")
25
+
26
+ # Example: Processing an audio array
27
+ inputs = processor(audio_array, sampling_rate=16000, return_tensors="pt")
28
+
29
+
30
+ ## Limitations and Biases
31
+ - Only provides preprocessing (feature extraction + tokenization).
32
+ - Base model is trained on English; may not work well on other languages or accents.
33
+
34
+ ## License
35
+
36
+ This processor follows the same license as the base model: Apache 2.0.
37
+
38
+ ## References
39
+
40
+ - [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h)
41
+ - [Wav2Vec2 Paper](https://arxiv.org/abs/2006.11477)