A python package: provide a custom tensorflow dataset for kaldi io
Python is its wrapper, C++ is its backend implemention. It depends on two things:
Through [kaldi-io lib](https://github.com/open-speech/kaldi-io.git), it is able to:
- direct read from kaldi rspecifier(scp, ark, in text or binary, just as [kaldi](https://github.com/kaldi-asr/kaldi))
- support multiple feature transforms:
- delta
- cmvn
- splice
- sampling
- compute fast: kaldi Matrix|Vector with blas math lib is used
Through [tensorflow dataset](https://www.tensorflow.org/guide/datasets), it is able to:
- shuffling
- batching at frame or utt level
- bucketing with input sequence lengths
- and all other tensorflow native dataset manipulations and features (parellel, prefetch, ..)
Python is its wrapper, C++ is its backend implemention. It depends on two things:
Through [kaldi-io lib](https://github.com/open-speech/kaldi-io.git), it is able to:
- direct read from kaldi rspecifier(scp, ark, in text or binary, just as [kaldi](https://github.com/kaldi-asr/kaldi))
- support multiple feature transforms:
- delta
- cmvn
- splice
- sampling
- compute fast: kaldi Matrix|Vector with blas math lib is used
Through [tensorflow dataset](https://www.tensorflow.org/guide/datasets), it is able to:
- shuffling
- batching at frame or utt level
- bucketing with input sequence lengths
- and all other tensorflow native dataset manipulations and features (parellel, prefetch, ..)
Metadata
Release files for tf_kaldi_io 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tf_kaldi_io-0.3.0.tar.gz | 15.4 kB | Details |
Release files / tf_kaldi_io-0.3.0.tar.gz
| Download URL | tf_kaldi_io-0.3.0.tar.gz |
|---|---|
| Size | 15.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
22978a4f94b17e3b7e4b001772268e109582d971ffcab06bc8dc4388100d3d43
|
|
BLAKE2b-256 checksum How to use checksums |
05c78246d865e5d4f523e70b67c3d6eca2fab8595dabe91b33f20012c6a01a62
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/1.12.1 pkginfo/1.4.2 requests/2.18.4 setuptools/39.1.0 requests-toolbelt/0.8.0 tqdm/4.23.3 CPython/3.6.3
|