extern/whisper.cpp
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290 Commits

Author SHA1 Message Date
Georgi Gerganov
206fc93396
whisper.wasm : add small and small.en models 2023-01-18 21:58:55 +02:00
Chia-Hsiang Cheng
472a473fd1
main : add an option to accept optional output filenames (#424) 
* Add an option to accept optional output filenames

* Format the file

Co-authored-by: Chia-Hsiang Cheng <gary.chiahsiang.cheng@gmail.com>
 2023-01-18 21:26:31 +02:00
Georgi Gerganov
9ba66c2fad
stream : fix handling of --step == --length (#416) 2023-01-18 21:22:52 +02:00
Georgi Gerganov
1ccb8a46a5
bench : fix Windows linkage by moving ggml benches in whisper lib .. 2023-01-18 21:19:50 +02:00
Georgi Gerganov
1290fc6457
bench : add memcpy and ggml_mul_mat benchmarks 2023-01-18 20:31:46 +02:00
Digipom
49b529ba74
whisper.android : add support for loading directly from asset in C (#415) 2023-01-16 21:57:35 +02:00
Georgi Gerganov
c9aeb33676
stream : fix --keep_context argument to be used correctly (#354) 2023-01-16 19:37:40 +02:00
Georgi Gerganov
c3991bbb24
Update README.md 2023-01-15 14:08:12 +02:00
Georgi Gerganov
fafd78945d
bench.wasm : print system info 2023-01-15 11:34:03 +02:00
Georgi Gerganov
8de452c18b
Improve decoding (#291) 
* whisper : prepare infra for new decoding strategies

* whisper : apply logit filters and compute logprobs

* whisper : add whisper_get_logits()

* whisper : separate self and cross attention memory

Initial step needed for supporting parallel decoders

* whisper : move probs_id buffer to whisper_context

* whisper : refactor kv cache into separate struct

* whisper : move self-attention kv cache to whisper_decoder

* whisper : wip decoding parameters + strategies

* whisper : wip decoding parameters + strategies (part 2)

* whisper : wip decoding parameters + strategies (part 3)

* whisper : wip decoding parameters + strategies (part 4)

* whisper : fix prompt_past update to not include prompt_init

* whisper : temperature + best_of support

* whisper : support for compression_ration_threshold

We actually use entropy, but it is similar

* command : fix example to use logits instead of obsolete probs

* whisper : handle empty sequence ranking

* whisper : add WHISPER_DEBUG + diagnostic prints + new main args

* whisper : minor fixes

* whisper : add beam-search support

* whisper : bug fix when there no previous context

* whisper : add comments

* stream : disable temperature fallback

For real-time processing, we always want a single decoder running at T=0

* whisper.swiftui : update example - fix paths + add empty folders
 2023-01-15 11:29:57 +02:00
Georgi Gerganov
a6dbd9188b
stream : fix a bug that inserted a lot of empty audio at the start 
The quality was terrible due to this
 2023-01-14 19:20:47 +02:00
Syahmi Azhar
1512545149
whisper : add loader class to allow loading from buffer and others (#353) 
* whisper : add loader to allow loading from other than file

* whisper : rename whisper_init to whisper_init_from_file

* whisper : add whisper_init_from_buffer

* android : Delete local.properties

* android : load models directly from assets

* whisper : adding <stddef.h> needed for size_t + code style

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-01-08 13:03:33 +02:00
Georgi Gerganov
52a3e0c92a
ggml : improve vec_dot_f16 unrolling in flash_attn_f16 2023-01-08 11:41:18 +02:00
Georgi Gerganov
d1ea1220ff
command : clean-up / refactoring / formatting (#383) 2023-01-07 21:43:24 +02:00
David
9c4a1522f6
command : always-prompt mode (#383) 2023-01-07 21:41:11 +02:00
Georgi Gerganov
87dd4a3081
talk.wasm : bump memory usage + update whisper.js 2023-01-06 21:13:44 +02:00
Georgi Gerganov
6b351bb669
command : add "guided-mode" video demo in the README.md 2023-01-06 18:59:26 +02:00
Georgi Gerganov
b3c865083e
ci : add emscripten build 2023-01-05 22:10:20 +02:00
Georgi Gerganov
a0d4f8e65c
main : make whisper_print_segment_callback() more readable (close #371) 2023-01-05 21:45:05 +02:00
Georgi Gerganov
196d738974
minor : close #370 + Makefile build info print change 2023-01-05 21:35:45 +02:00
Andy Maloney
84c6b42e65
cmake : update to 3.19 (#351) 
- update from 3.0 (from 2014) to 3.19 (from 2020)
- move some global setting onto the targets (through a cmake include)
 2023-01-05 21:22:48 +02:00
Georgi Gerganov
a466c3404d
stream : fix data race on bool + avoid division-by-zero 2023-01-02 10:20:50 +02:00
Andy Maloney
f00509d57c
command : refactor to split command list & general transcription modes (#331) 
This makes it easier to understand if you're looking for only one of the capabilities.
 2022-12-31 14:08:57 +02:00
Niels Mayer
a593b932e4
main : add -ocsv, aka --output-csv to output a CSV file 
Adds -ocsv, aka --output-csv feature to examples/main, which outputs a CSV file containing lines formatted as follows <startTime-in-integer-milliseconds>, <endTime-in-integer-milliseconds>, "<transcript-line-including-commas>".
 2022-12-29 14:04:00 +02:00
Andy Maloney
331c0bbddc
examples : fix memory leak on failure to load gpt2 model (#323) 2022-12-23 20:19:07 +02:00
Andy Maloney
dc90efd504
examples : small code cleanups (#322) 
- remove unnecessary initialization of string to ""
- use empty() instead of checking size()
- use emplace_back instead of push_back
- use nullptr instead of NULL
- remove unnecessary call to .data() on string
- use character overload of find_first_of() instead of passing a string
 2022-12-23 20:18:51 +02:00
Digipom
0f4227d9ee
examples : add whisper.swiftui demo app (#308) 
* Add SwiftUI demo project.

* Add -DGGML_USE_ACCELERATE
 2022-12-23 10:56:18 +02:00
Kevin Brothaler
91fc08c641 Build a vfpv4 library for armeabi-v7a and do runtime detection to select the right library 2022-12-22 16:47:54 +02:00
Kevin Brothaler
e1432dd91a Check for both __ARM_NEON and __ARM_FEATURE_FMA so that the project can be compiled for armv7a. 
Android armeabi-v7a's NEON support doesn't support FMA unless configured with `-mfpu=neon-fp-armv8`, which would need runtime checks.
* Also removed ABI filter from Android project.
 2022-12-22 16:47:54 +02:00
Kevin Brothaler
22193cbfe8 Bump NDK version 2022-12-22 16:47:54 +02:00
Georgi Gerganov
90564f85f9
Update README.md 2022-12-19 22:09:21 +02:00
Georgi Gerganov
99da1e5cc8
cmake : enable and fix -Wall -Wextra -Wpedantic C++ warnings 2022-12-19 20:45:08 +02:00
Matheus de Sousa
8e3f129b4d
minor : resolves some of warnings when compiling with clang/clang++ (#294) 
* Resolves some of warnings when compiling with clang/clang++

Mostly nit stuff that clang catches when compiling with -Wall -Wextra
-pedantic.

- Fix comparison between sign/unsigned integers.
- Passes a constant reference (const&) instead of copying each time.

* minor : normalize coding style

* minor : fix warning

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2022-12-19 20:19:01 +02:00
Georgi Gerganov
fba10a4c68 whisper : language auto-detect (#59) 2022-12-17 18:49:44 +02:00
Georgi Gerganov
32fbc8cd04
main : add option to print the progress (#276) 2022-12-16 20:20:43 +02:00
Georgi Gerganov
b8065d90f5
main : add "--prompt" command line argument (#90) 
This allows to provide an initial prompt to be used at the start of the
processing.
 2022-12-16 19:43:16 +02:00
Georgi Gerganov
4312995974 command : better indentation 2022-12-16 19:38:18 +02:00
Georgi Gerganov
5eeeb3412d command : update README, show how to use guided mode 2022-12-16 19:38:18 +02:00
Georgi Gerganov
6a69e3ae27 command : adding guided mode 2022-12-16 19:38:18 +02:00
Georgi Gerganov
ea19ed33f1
Update README.md (#46) 
Add references to the new Android app
 2022-12-16 19:28:51 +02:00
Digipom
675e787171
Add Android sample (#277) 
* Add Android sample

* Use main project C files

* Stop existing playback before starting new playback

* Make text scrollable

* Stop playback when starting to record

* Remove extra var
 2022-12-16 19:20:13 +02:00
Georgi Gerganov
a82d331034
stream : update README.md + comments 2022-12-16 18:04:19 +02:00
Georgi Gerganov
5a5c5ddcca
Update README.md 2022-12-15 20:38:08 +02:00
Georgi Gerganov
34e0b4b9ef
stream : fix build 2022-12-15 20:15:36 +02:00
Georgi Gerganov
b0f8013eb9
stream : add sliding window mode 2022-12-15 19:59:17 +02:00
Georgi Gerganov
a613f16aec
talk : improve prompting 2022-12-12 23:44:36 +02:00
Georgi Gerganov
f309f97df6
Node.js package (#260) 
* npm : preparing infra for node package

* npm : package infra ready

* npm : initial version ready

* npm : change name to whisper.cpp

whisper.js is taken
 2022-12-12 20:17:27 +02:00
Georgi Gerganov
aa6adda26e
talk : make compatible with c++11 (part 2) 2022-12-11 20:34:04 +02:00
Georgi Gerganov
444349f4ec
talk : make compatible with c++11 2022-12-11 20:19:17 +02:00
Lexevolution
6ed786957e
Add newline per segment for text output (#254) 2022-12-11 20:00:29 +02:00
Georgi Gerganov
fcf515de60
bench.wasm : same as "bench" but runs in the browser (#89) 2022-12-11 11:09:10 +02:00
Georgi Gerganov
85c9ac18b5
Update README.md 2022-12-10 16:54:57 +02:00
Georgi Gerganov
b7c85d1ea6 talk : fix build for MSVC 2022-12-10 16:51:58 +02:00
Georgi Gerganov
3b1aacbe6d talk : talk with AI in the terminal 2022-12-10 16:51:58 +02:00
Georgi Gerganov
56822621a8 twitch.sh : various fixes and polishing 
- check if streamlink is installed
- fix audio chunking
- change default threads to 4
 2022-12-08 19:20:04 +02:00
keyehzy
9e5f3ddc16 Allow for Twitch.tv live transcription 
We rely on streamlink library to give us a stream, then we proceed similarly to
the radio livestream example.
 2022-12-08 19:20:04 +02:00
Georgi Gerganov
47afb93c3c
yt-wsp.sh : improve usage instructions 2022-12-07 22:12:08 +02:00
Georgi Gerganov
575c53dc41
yt-wsp.sh : fix usage instruction + comment 2022-12-07 21:12:55 +02:00
Georgi Gerganov
faa85f9840 livestream.sh : remove obsolete comment 2022-12-07 04:41:43 +02:00
Georgi Gerganov
9fe7306f4b
models : add the new "large" model release by OpenAI 
The old "large" model is now renamed "large-v1".
If you have been using it, make sure to rename it and download the new
"large" model for best results.
 2022-12-06 18:48:57 +02:00
Georgi Gerganov
57e0e6b700
livestream : handle ffmpeg errors gracefully and stabilize transcript 2022-12-01 20:49:09 +02:00
Georgi Gerganov
4f7363077f
livestream : minor changes 2022-12-01 19:47:58 +02:00
semiformal-net
093c840dee
livestream : fix losing words across audio chunk (#195) 
* improve livestream script

* Update examples/livestream.sh

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

Co-authored-by: Paul Edwards <paul.edwards@semiformal.net>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2022-12-01 19:18:22 +02:00
Georgi Gerganov
4698dcdb52 whisper : add mechanism for aborting the whisper_full() computation 2022-11-27 20:42:45 +02:00
Georgi Gerganov
164df0d447
whisper.objc : fix context + broken readme links 2022-11-27 10:52:27 +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
a425365b82
yt-wsp.sh : script to easily transcribe VODs 
Thanks to @DaniruKun
ref: https://gist.github.com/DaniruKun/96f763ec1a037cc92fe1a059b643b818

Usage:

  cd whisper.cpp
  make

  ./examples/yt-wsp.sh <video-url>
 2022-11-26 12:54:42 +02:00
Georgi Gerganov
68ecadbbc9
command.wasm : add voice assistant example for the Web (#171) 
Same as the command-line tool "command", but runs in the browser

Also, added helper script "extra/deploy-wasm.sh" and fixed some timing
constants for the WASM examples.
 2022-11-26 11:40:06 +02:00
Georgi Gerganov
c536ff4005
minor : add comment for using "generate_karaoke.sh" 2022-11-26 10:22:42 +02:00
Georgi Gerganov
cb70b07db5
livestream.sh : simple tool to transcribe audio livestreams (#185) 2022-11-26 10:05:37 +02:00
Georgi Gerganov
3c390ffe38
stream.wasm : add web-based real-time transcription (#112) 2022-11-25 23:57:46 +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
0f619b52ce
main : add stereo-channel-based diarization (#64) 
Not tested - I don't have stereo dialog audio
 2022-11-25 22:08:58 +02:00
Georgi Gerganov
1246dd023e
command : add demonstration video 2022-11-25 20:23:58 +02:00
Georgi Gerganov
0be27bbd92
command : fix build + fix README + add bold printing 2022-11-25 19:53:50 +02:00
Georgi Gerganov
bc88eb13c6
examples : add "command" tool (#171) 2022-11-25 19:36:57 +02:00
Georgi Gerganov
b8ce25dec1
refactoring : more readable code 2022-11-25 19:28:04 +02:00
Georgi Gerganov
e4805d9601
wasm : refactor wasm example + reuse fetch mechanism 2022-11-24 23:13:26 +02:00
Georgi Gerganov
ff36415a86
talk.wasm : update video link + some minor fixes 2022-11-24 20:15:24 +02:00
Georgi Gerganov
025ff465b6
Update README.md 
Use a less cringy video to demo talk.wasm lol
 2022-11-24 20:09:45 +02:00
Georgi Gerganov
abce28ea99
talk.wasm : move to https://whisper.ggerganov.com/talk 
This way, we can share the same models across different WASM examples
and not have to download them for each page
 2022-11-24 18:24:06 +02:00
Georgi Gerganov
454b91de16
main : fix dangling pointer when using stdin for input (#65) 2022-11-24 17:53:51 +02:00
Georgi Gerganov
d7024cf9dc
main, stream : remove --verbose flag (#178) 2022-11-24 17:52:04 +02:00
Georgi Gerganov
37422ed733
talk.wasm : add audio pre-processing + bump memory 2022-11-24 00:34:00 +02:00
Georgi Gerganov
be3b720f96
talk.wasm : refactoring + update README.md 2022-11-24 00:08:57 +02:00
Georgi Gerganov
49706a658a
minor : updates few prints + fix buttons in whisper.wasm 2022-11-23 17:19:21 +02:00
Georgi Gerganov
e5dcdabbb8
unicode : fix character replacement (thanks to @tamo) 2022-11-23 08:24:29 +02:00
Georgi Gerganov
dad109c3f1
close #109 : add fetching of the model over HTTP (whisper.wasm) 2022-11-22 22:48:56 +02:00
Georgi Gerganov
326573de9a
talk.wasm : final touches 2022-11-22 22:22:17 +02:00
Georgi Gerganov
9aea96f774
talk.wasm : polishing + adding many AI personalities 2022-11-22 20:10:20 +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
78116f8eda
talk.wasm : update README.md 2022-11-21 22:42:29 +02:00
Georgi Gerganov
a4dfbeecf9
talk.wasm : GPT-2 meets Whisper in WebAssembly (#155) 
* talk : initial real-time transcription in the browser

* talk : polishing the UI

* talk : ready for beta testing

* talk.wasm : rename example
 2022-11-21 22:20:42 +02:00
Georgi Gerganov
f2df9bd768 stream : add "max_tokens" cli arg 
Controls the max tokens per segment for the stream example
 2022-11-20 21:22:41 +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
Alan
7519eabf65 Adds support for stdin wav input 2022-11-09 20:37:23 +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
c71363f14c
examples : add simple script for generating Karaoke video 2022-11-06 09:22:50 +02:00
Georgi Gerganov
d42cf6d0df
Update README.md 2022-11-04 22:26:08 +02:00
Georgi Gerganov
ef47d77492
main : fix generated bash script 2022-11-04 18:30:38 +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
6fb98370ba
main : add some comments for the word-level timestamp algorithm 2022-11-01 22:35:21 +02:00
Georgi Gerganov
0729da9a3b
main : fix some edge cases for word-level timestamps 2022-11-01 22:09:25 +02:00
Georgi Gerganov
5dc74e3aff
Update README.md 2022-10-31 22:06:05 +02:00
Georgi Gerganov
ac8ef34039
Update README.md 2022-10-31 20:19:41 +02:00
Georgi Gerganov
dc12994603
Update README.md 2022-10-30 17:11:37 +02:00
Georgi Gerganov
57fb46f307 main : add option for word-leve timestamps (very experimental) 2022-10-30 17:06:57 +02:00
Georgi Gerganov
5a9e4260a6
stream : add "--capture" option to select capture device (ref #10) 2022-10-30 08:27:04 +02:00
Georgi Gerganov
12fb303d9d
whisper.wasm : update system info print 2022-10-29 20:32:41 +03:00
Georgi Gerganov
2827cbbbe8 main : merge parallel example in main 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
b89f8960ca
Update README.md 2022-10-28 21:40:52 +03:00
Georgi Gerganov
6f82320b05 Create README.md 2022-10-28 20:25:37 +03:00
Georgi Gerganov
2298310dd8 whisper.nvim : add helper script for the Neovim integration 2022-10-28 20:25:37 +03:00
Georgi Gerganov
8347a7bb6a
stream : few updates to make it compatible for Vim usage (#99) 2022-10-27 22:10:50 +03:00
Georgi Gerganov
ebb01b9e33
Print system info at start of program 2022-10-27 17:22:19 +03:00
Georgi Gerganov
2400660f3f Print system info in main 2022-10-26 22:54:09 +03:00
Georgi Gerganov
a6c786d5dc Update README.md 2022-10-25 20:53:48 +03:00
Georgi Gerganov
91dcf5f35b Update README.md 2022-10-25 20:53:48 +03:00
Georgi Gerganov
113a4f06d8 Update README.md 2022-10-25 20:53:48 +03:00
Georgi Gerganov
47e78b7288 Update README.md 2022-10-25 20:53:48 +03:00
Georgi Gerganov
34bb3ab0cf ggml : add system info functions 2022-10-25 20:53:48 +03:00
Georgi Gerganov
c6710efde2 refactoring : move main + stream in examples + other stuff 2022-10-25 20:53:48 +03:00
Georgi Gerganov
d4f94ce427 Update README.md 2022-10-24 18:23:07 +03:00
Georgi Gerganov
a52ee08c1e objc : polishing the sample application 2022-10-24 18:23:07 +03:00
Georgi Gerganov
b41f4a90eb Create README.md 2022-10-24 18:23:07 +03:00
Georgi Gerganov
bb1ee266d2 ios : whisper.objc example 2022-10-24 18:23:07 +03:00
Georgi Gerganov
3e69a6071d
Update README.md 2022-10-23 08:04:33 +03:00
Georgi Gerganov
f4aa01c2f8
Update README.md 2022-10-22 19:30:35 +03:00
Georgi Gerganov
6b45e37b2b Update README.md and finalize the whisper.wasm example 2022-10-22 18:54:01 +03:00
Georgi Gerganov
491ecd7056 wip : polishing WASM example 2022-10-22 18:54:01 +03:00
Georgi Gerganov
e905c6f827 wip : initial WASM port 
Works but it is very slow because no SIMD is used.
For example, jfk.wav is processed in ~23 seconds using "tiny.en" model
 2022-10-22 18:54:01 +03:00