SpeakerProfiling
SpeakerProfiling copied to clipboard
shangeth
Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf
It seems that due to missing `"` in the orginal TIMIT speaker info file, this repository contains [error in height conversion](https://github.com/shangeth/SpeakerProfiling/blob/7e5f3b013101fdc95732851e374f4170d2f97150/Dataset/data_info_height_age.csv#L422). Speaker `PAM1` is 5'11 which is 180.34, not 154.94....
The script under `NISP/prepare_nisp_data.py` has many lines that cannot be executed because the code has some errors. For example, some imports are missing. Additionally, the `train_test_split` line seems to have...
Hi, Thanks for the relatively well understood git. However, it seems that the results regarding age estimation are not actually meaningful. The MAE when simply choosing the average of the...
The file `TIMIT/dataset.py` has an unfixed git merge conflict from lines 91 to line 101 in the `main` branch of the repo. ``` > 9533cd02cfa4ddb9aee40945d53e3354b5d5d960 ```
`!python /content/SpeakerProfiling/train_timit.py --data_path='/content/dataset/wav_data' --speaker_csv_path='/content/SpeakerProfiling/Dataset/data_info_height_age.csv' --noise_dataset_path='/content/noise_dataset' ` Global seed set to 100 Training Model on TIMIT Dataset #Cores = 4 #GPU = -1 /usr/local/lib/python3.7/dist-packages/torchaudio/functional/functional.py:433: UserWarning: At least one mel filterbank has...
Hi, I'm trying to convert your model to coreml model using the following code. ` example_input = torch.rand(128, 40, 3) ` ` traced_model = torch.jit.trace(model, example_input) ` I keep getting...
