Georgi Gerganov
fba10a4c68
whisper : language auto-detect ( #59 )
2022-12-17 18:49:44 +02:00
Georgi Gerganov
bf69b669a0
whisper : add whisper_tokenize()
...
Tokenizes a string into a list of vocabulary tokens
2022-12-16 19:38:18 +02:00
Georgi Gerganov
78d13257be
Try to improve the token sampling strategy ( #193 )
...
* whisper : try to improve the token sampling strategy
- Add the "max_initial_timestaamp" token logic from OpenAI
- Disallow sampling timestamps that are in the past
* whisper : fix the max initial timestamp logic + fallback decoding
2022-12-02 21:51:50 +02:00
Georgi Gerganov
4698dcdb52
whisper : add mechanism for aborting the whisper_full() computation
2022-11-27 20:42:45 +02:00
Georgi Gerganov
e266cb0723
whisper.objc : add real-time processing ( #97 )
...
Similar to the "stream" app
2022-11-26 18:32:46 +02:00
Georgi Gerganov
c207eed431
whisper.objc : fix build warnings
2022-11-26 16:27:04 +02:00
Georgi Gerganov
be16dfa038
whisper.wasm : do not block page while processing ( close #86 )
2022-11-25 23:07:42 +02:00
Georgi Gerganov
b8ce25dec1
refactoring : more readable code
2022-11-25 19:28:04 +02:00
Georgi Gerganov
385236d1d3
stream : "-kc" now enables context keeping from previous segment ( #90 )
...
By default, the context keeping is disabled
2022-11-22 18:21:15 +02:00
M. Eren Akbiyik
63ae03b8e0
Prompt previous tokens for streaming ( #163 )
...
* feat: prompt previous tokens for streaming
I used a vector pointer instead of vector itself because it gave weird errors, and why not
* convert vector to use with C api
* feat: remove old refs, check for prompt size
* feat: use better way of getting the pointer
2022-11-22 18:10:35 +02:00
Georgi Gerganov
fb8d77f760
stream : add "audio_ctx" parameter
...
Used to overwrite the audio context size of the Encoder.
For example, setting "audio_ctx = 512" will make it run about 3 times
faster, processing about 10s of audio, instead of 30s.
The transcription quality drops, but this can be used for real-time
streaming purposes where performance is important.
2022-11-20 21:22:41 +02:00
Georgi Gerganov
62b5ff875c
stream : add "max_tokens" parameter
...
Used to limit the number of tokens in a segment.
Useful to battle with word repetition when using partial encoder context
2022-11-20 21:22:41 +02:00
Georgi Gerganov
d351771a4b
stream : add "single_segment" option
...
Force the entire audio chunk to be transcribed into a single segment
2022-11-20 21:22:41 +02:00
Georgi Gerganov
c058aaf22e
stream : partial encoder experiments
2022-11-20 21:22:41 +02:00
Georgi Gerganov
83c742f1a7
whisper : add option to speed up the audio tempo by x2
...
Using a Phase Vocoder for speeding up the audio tempo by scaling down
the frequencies in the frequency domain.
This reduces the computation in the Encoder by a factor of 2.
The transcription accuracy is degraded, but for slow to normal speech -
it seems to be still very good.
I think this can find application for real-time transcription - i.e. the
"stream" example.
2022-11-13 16:25:43 +02:00
Georgi Gerganov
c30bffc8a5
ref #22 : add "duration" option
...
Can be used to partially process a recording
2022-11-07 20:14:52 +02:00
Georgi Gerganov
d5afebd37c
whisper : token-level timestamp refactoring ( #49 , #120 )
...
This turned out pretty good overall. The algorithm has been moved from
main.cpp to whisper.cpp and can be reused for all subtitles types. This
means that now you can specify the maximum length of the generated
lines. Simply provide the "-ml" argument specifying the max length in
number of characters
2022-11-02 21:45:54 +02:00
Georgi Gerganov
57fb46f307
main : add option for word-leve timestamps (very experimental)
2022-10-30 17:06:57 +02:00
Georgi Gerganov
eba62e0fa1
close #113 : fix struct whisper_token_data
2022-10-30 08:23:52 +02:00
Georgi Gerganov
dec40be58f
parallel : print time of audio boundaries + fix timings
2022-10-29 19:37:19 +03:00
Georgi Gerganov
0b2dc3c82c
parallel : working
2022-10-29 19:37:19 +03:00
Georgi Gerganov
85d6e1e1e7
main : fix sampling time + add max_context parameter
2022-10-29 19:37:19 +03:00
Georgi Gerganov
72e9cdd6bf
parallel : adding tool for parallel transformer inference
2022-10-29 19:37:19 +03:00
Georgi Gerganov
34bb3ab0cf
ggml : add system info functions
2022-10-25 20:53:48 +03:00
Georgi Gerganov
7affd309d3
whisper : add new-segment callback
...
Can be used to process new segments as they are being generated.
Sample usage in main, for printing the resulting segments during the
inference.
2022-10-22 21:17:21 +03:00
Georgi Gerganov
31ff0c6a1f
wip : experimental color coding of tokens based on probabilities
2022-10-22 21:17:21 +03:00
Georgi Gerganov
7eeef0358a
ref #52 : improve greedy sampling strategy
...
Force timestamp token to be sampled if the probability sum over all
timestamp tokens is above the probability of any other token
2022-10-18 19:48:15 +03:00
Georgi Gerganov
2d171ced32
close #32 : add comment about thread-safety of the C-style API
2022-10-18 18:27:57 +03:00
Georgi Gerganov
e30cf83158
ref #57 , #62 , #63 : remove unions in C-api + remove designated initializers
...
We are not ready for designated initializers - many compilers do not
support this C++ feature yet, so removing it's non-trivial usages.
2022-10-18 18:17:24 +03:00
Georgi Gerganov
9d5723435f
ref #35 : add <stdbool.h> to whisper.h
...
"bool" type is not implicitly defined for some compilers.
2022-10-10 08:11:18 +03:00
Georgi Gerganov
9bbca3110f
ref #9 : add API documentation in whisper.h
2022-10-08 18:09:56 +03:00
Georgi Gerganov
2f069335ab
Adding sanitizer tests
2022-10-08 11:43:42 +03:00
Georgi Gerganov
481cd685d5
ref #10 : option to keep context in "stream" example
...
Seems the results become worse when we keep the context, so by default
this is not enabled
2022-10-07 22:30:44 +03:00
Georgi Gerganov
7787b878e1
ref #16 , #22 : add "offset" argument
...
Allows to start processing the input audio at some offset from the
beginning. Useful for splitting a long job into multiple tasks.
2022-10-07 22:00:40 +03:00
Georgi Gerganov
6814cc9b02
Improve result printing
2022-10-04 23:18:15 +03:00
Georgi Gerganov
eba33adadd
Extend C-style API with full inference methods
2022-10-04 23:18:15 +03:00
Georgi Gerganov
6b77124e01
Initial C-style interface for whisper.cpp
2022-10-04 23:18:15 +03:00
