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FullParams, SamplingStrategy, WhisperError}; +use cpal::traits::{HostTrait, DeviceTrait, StreamTrait}; +use signal_hook::{iterator::Signals, consts::signal::SIGINT}; +use std::time::{Duration, Instant}; +use clap::Parser; +use std::thread; +use std::fs::File; +use std::io::Write; + +#[derive(Parser, Debug)] +pub struct Flags { + #[arg(long, default_value = "./models/ggml-tiny.en.bin")] + pub model: String, + + #[arg(long, default_value = "8")] + pub threads: i32, + + #[arg(long, default_value = "5")] + pub stream_step: u64, + #[arg(long, default_value = "0.6")] + pub stream_retain: f32, + #[arg(long, default_value = "0.3")] + pub stream_head: f32, + #[arg(long, default_value = "0.3")] + pub stream_tail: f32, + + pub wav: Option, + + #[arg(long, default_value = "false")] + pub debug: bool, } -#[cfg(test)] -mod tests { - use super::*; +pub fn main(flags: Flags, handler_fn: F) where F: FnMut(Result) + Send + 'static { + let w = new_whisper_service( + flags.model, + flags.threads, + flags.stream_head, + flags.stream_tail, + handler_fn, + ).unwrap(); + let stream_retain = (flags.stream_retain * 16_000.0) as usize; + let stream_step = Duration::new(flags.stream_step, 0); + match flags.wav { + Some(wav) => { + let (header, data) = wav::read( + &mut std::fs::File::open(wav).expect("failed to open $WAV"), + ).expect("failed to decode $WAV"); + assert!(header.channel_count == 1); + assert!(header.sampling_rate == 16_000); + let data16 = data.as_sixteen().expect("wav is not 32bit floats"); + let audio_data = &whisper_rs::convert_integer_to_float_audio(&data16); - #[test] - fn it_works() { - let result = add(2, 2); - assert_eq!(result, 4); - } + w.transcribe(&audio_data); + }, + None => { + match &flags.debug { + true => { File::create("/tmp/page.rawf32audio").unwrap(); }, + false => {}, + }; + let mut buffer = vec![]; + let mut last = Instant::now(); + new_listener().listen(move |data: Vec| { + data.iter().for_each(|x| buffer.push(*x)); + if Instant::now() - last > stream_step { + w.transcribe_async(&buffer).unwrap(); + + match &flags.debug { + true => { + let mut f = File::options().append(true).open("/tmp/page.rawf32audio").unwrap(); + let mut wav_data = vec![]; + for i in buffer.iter() { + for j in i.to_le_bytes() { + wav_data.push(j); + } + } + f.write_all(wav_data.as_slice()).unwrap(); + }, + false => {}, + }; + + for i in 0..stream_retain { + buffer[i] = buffer[buffer.len() - stream_retain + i]; + } + buffer.truncate(stream_retain); + last = Instant::now(); + } + }); + }, + }; +} + +struct WhisperService { + jobs: std::sync::mpsc::SyncSender, +} + +fn new_whisper_service(model_path: String, threads: i32, stream_head: f32, stream_tail: f32, handler_fn: F) -> Result where F: FnMut(Result) + Send + 'static { + match new_whisper_engine(model_path, threads) { + Ok(engine) => { + let mut whisper = new_whisper_impl(engine, stream_head, stream_tail, handler_fn); + let (send, recv) = std::sync::mpsc::sync_channel(100); + thread::spawn(move || { whisper.transcribe_asyncs(recv); }); + Ok(WhisperService{jobs: send}) + }, + Err(msg) => Err(format!("failed to initialize engine: {}", msg)), + } +} + +impl WhisperService { + fn transcribe(&self, data: &Vec) { + let (send, recv) = std::sync::mpsc::sync_channel(0); + self._transcribe_async(data, Some(send)).unwrap(); + recv.recv().unwrap(); + } + + fn transcribe_async(&self, data: &Vec) -> Result<(), String> { + self._transcribe_async(data, None) + } + + fn _transcribe_async(&self, data: &Vec, ack: Option>) -> Result<(), String> { + match self.jobs.try_send(AWhisper{ + data: data.clone().to_vec(), + ack: ack, + }) { + Ok(_) => Ok(()), + Err(msg) => Err(format!("failed to enqueue transcription: {}", msg)), + } + } +} + +struct WhisperImpl { + engine: WhisperEngine, + stream_head: f32, + stream_tail: f32, + handler_fn: Option) + Send + 'static>> +} + +fn new_whisper_impl(engine: WhisperEngine, stream_head: f32, stream_tail: f32, handler_fn: F) -> WhisperImpl where F: FnMut(Result) + Send + 'static { + WhisperImpl { + engine: engine, + stream_head: stream_head, + stream_tail: stream_tail, + handler_fn: Some(Box::new(handler_fn)), + } +} + +impl WhisperImpl { + fn transcribe_asyncs(&mut self, recv: std::sync::mpsc::Receiver) { + loop { + match recv.recv() { + Ok(job) => { + let result = self.transcribe(&job).is_ok(); + match job.ack { + Some(ack) => { + ack.send(result).unwrap(); + }, + None => (), + }; + } + Err(_) => return, + }; + } + } + + fn transcribe(&mut self, a_whisper: &AWhisper) -> Result<(), ()> { + match self.engine.transcribe(&a_whisper.data) { + Ok(result) => { + self.on_success(&result); + Ok(()) + }, + Err(msg) => { + self.on_error(msg.to_string()); + Err(()) + }, + } + } + + fn on_success(&mut self, whispered: &Whispered) { + let result = whispered + .after(&(self.stream_head * 100.0)) + .before(&(self.stream_tail * 100.0)); + (self.handler_fn.as_mut().unwrap())(Ok(result)); + } + + fn on_error(&mut self, msg: String) { + (self.handler_fn.as_mut().unwrap())(Err(format!("failed to transcribe: {}", &msg))); + } +} + +struct WhisperEngine { + ctx: WhisperContext, + threads: i32, +} + +fn new_whisper_engine(model_path: String, threads: i32) -> Result { + match WhisperContext::new(&model_path) { + Ok(ctx) => Ok(WhisperEngine{ctx: ctx, threads: threads}), + Err(msg) => Err(format!("failed to load {}: {}", model_path, msg)), + } +} + +impl WhisperEngine { + fn transcribe(&self, data: &Vec) -> Result { + let mut params = FullParams::new(SamplingStrategy::Greedy { best_of: 0 }); + params.set_no_context(true); + params.set_n_threads(self.threads); + params.set_translate(false); + params.set_detect_language(false); + params.set_language(Some("en")); + params.set_print_special(false); + params.set_print_progress(false); + params.set_print_realtime(false); + params.set_print_timestamps(false); + + let mut state = self.ctx.create_state()?; + state.full(params, &data[..])?; + + let mut result = new_whispered(); + let num_segments = state.full_n_segments()?; + for i in 0..num_segments { + let data = state.full_get_segment_text(i)?; + let start = state.full_get_segment_t0(i)?; + let stop = state.full_get_segment_t1(i)?; + result.push(data, start, stop); + } + + Ok(result) + } +} + +struct AWhisper { + data: Vec, + ack: Option>, +} + +#[derive(Clone, Debug)] +pub struct Whispered { + pub data: Vec, +} + +#[derive(Clone, Debug)] +pub struct AWhispered { + pub data: String, + pub offset: i64, + pub length: i64, +} + +fn new_whispered() -> Whispered { + Whispered{data: vec![]} +} + +fn new_a_whispered(data: String, start: i64, stop: i64) -> AWhispered { + AWhispered{ + data: data, + offset: start.clone(), + length: stop - start, + } +} + +impl Whispered { + pub fn to_string(&self) -> String { + let mut result = "".to_string(); + for i in 0..self.data.len() { + result = format!("{} {}", result, &self.data[i].data); + } + result + } + + fn after(&self, t: &f32) -> Whispered { + let mut result = new_whispered(); + self.data + .iter() + .filter(|x| x.offset as f32 >= *t) + .for_each(|x| result.data.push(x.clone())); + result + } + + fn before(&self, t: &f32) -> Whispered { + let mut result = new_whispered(); + let end = match self.data.iter().map(|x| x.offset + x.length).max() { + Some(x) => x, + None => 1, + }; + let t = (end as f32) - *t; + self.data + .iter() + .filter(|x| ((x.offset) as f32) <= t) + .for_each(|x| result.data.push(x.clone())); + result + } + + fn push(&mut self, data: String, start: i64, stop: i64) { + let words: Vec<_> = data.split_whitespace().collect(); + let per_word = (stop - start) / (words.len() as i64); + for i in 0..words.len() { + let start = (i as i64) * per_word; + let stop = start.clone() + per_word; + self.data.push(new_a_whispered(words[i].to_string(), start, stop)); + } + } +} + +struct Listener { +} + +fn new_listener() -> Listener { + Listener{} +} + +impl Listener { + fn listen(self, mut cb: impl FnMut(Vec)) { + let (send, recv) = std::sync::mpsc::sync_channel(100); + thread::spawn(move || { self._listen(send); }); + loop { + match recv.recv() { + Ok(msg) => cb(msg), + Err(_) => return, + }; + } + } + + fn _listen(self, send: std::sync::mpsc::SyncSender>) { + let host = cpal::default_host(); + let device = host.default_input_device().unwrap(); + let cfg = device.supported_input_configs() + .unwrap() + .filter(|x| x.sample_format() == cpal::SampleFormat::F32) + .nth(0) + .unwrap() + .with_max_sample_rate(); + + let downsample_ratio = cfg.channels() as f32 * (cfg.sample_rate().0 as f32 / 16_000.0); + let stream = device.build_input_stream( + &cfg.clone().into(), + move |data: &[f32], _: &cpal::InputCallbackInfo| { + let mut downsampled_data = vec![]; + for i in 0..(data.len() as f32 / downsample_ratio) as usize { + let mut upsampled = i as f32 * downsample_ratio; + if upsampled > (data.len()-1) as f32 { + upsampled = (data.len()-1) as f32 + } + downsampled_data.push(data[upsampled as usize]); + } + match send.try_send(downsampled_data) { + Ok(_) => (), + Err(msg) => eprintln!("failed to ingest audio: {}", msg), + }; + }, + move |err| { + eprintln!("input error: {}", err) + }, + None, + ).unwrap(); + stream.play().unwrap(); + + eprintln!("listening on {}", device.name().unwrap()); + let mut signals = Signals::new(&[SIGINT]).unwrap(); + for sig in signals.forever() { + eprintln!("sig {}", sig); + break; + } + stream.pause().unwrap(); + } } diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/all.html b/rust-whisper-lib/target/doc/rust_whisper_lib/all.html new file mode 100644 index 0000000..b58fb49 --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/all.html @@ -0,0 +1 @@ +List of all items in this crate

List of all items

Structs

Functions

\ No newline at end of file diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/fn.main.html b/rust-whisper-lib/target/doc/rust_whisper_lib/fn.main.html new file mode 100644 index 0000000..0221cc0 --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/fn.main.html @@ -0,0 +1,2 @@ +main in rust_whisper_lib - Rust

Function rust_whisper_lib::main

source · 
pub fn main<F>(flags: Flags, handler_fn: F)where
+    F: FnMut(Result<Whispered, String>) + Send + 'static,
\ No newline at end of file diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/index.html b/rust-whisper-lib/target/doc/rust_whisper_lib/index.html new file mode 100644 index 0000000..f59a926 --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/index.html @@ -0,0 +1 @@ +rust_whisper_lib - Rust

Crate rust_whisper_lib

source ·

Structs

Functions

\ No newline at end of file diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/sidebar-items.js b/rust-whisper-lib/target/doc/rust_whisper_lib/sidebar-items.js new file mode 100644 index 0000000..dc10cf0 --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/sidebar-items.js @@ -0,0 +1 @@ +window.SIDEBAR_ITEMS = {"fn":["main"],"struct":["AWhispered","Flags","Whispered"]}; \ No newline at end of file diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/struct.AWhispered.html b/rust-whisper-lib/target/doc/rust_whisper_lib/struct.AWhispered.html new file mode 100644 index 0000000..39a6f0b --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/struct.AWhispered.html @@ -0,0 +1,18 @@ +AWhispered in rust_whisper_lib - Rust

Struct rust_whisper_lib::AWhispered

source · 
pub struct AWhispered {
+    pub data: String,
+    pub offset: i64,
+    pub length: i64,
+}

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§data: String§offset: i64§length: i64

Trait Implementations§

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impl Clone for AWhispered

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fn clone(&self) -> AWhispered

Returns a copy of the value. Read more
1.0.0 · source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for AWhispered

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for Twhere + T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for Twhere + T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for Twhere + T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

+
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impl<S> FromSample<S> for S

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fn from_sample_(s: S) -> S

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impl<T, U> Into<U> for Twhere + U: From<T>,

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fn into(self) -> U

Calls U::from(self).

+

That is, this conversion is whatever the implementation of +From<T> for U chooses to do.

+
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impl<T> ToOwned for Twhere + T: Clone,

§

type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> ToSample<U> for Twhere + U: FromSample<T>,

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fn to_sample_(self) -> U

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impl<T, U> TryFrom<U> for Twhere + U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for Twhere + U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<S, T> Duplex<S> for Twhere + T: FromSample<S> + ToSample<S>,

\ No newline at end of file diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/struct.Flags.html b/rust-whisper-lib/target/doc/rust_whisper_lib/struct.Flags.html new file mode 100644 index 0000000..d53ca2e --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/struct.Flags.html @@ -0,0 +1,38 @@ +Flags in rust_whisper_lib - Rust

Struct rust_whisper_lib::Flags

source · 
pub struct Flags {
+    pub model: String,
+    pub threads: i32,
+    pub stream_step: u64,
+    pub stream_retain: f32,
+    pub stream_head: f32,
+    pub stream_tail: f32,
+    pub wav: Option<String>,
+    pub debug: bool,
+}

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§model: String§threads: i32§stream_step: u64§stream_retain: f32§stream_head: f32§stream_tail: f32§wav: Option<String>§debug: bool

Trait Implementations§

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impl Args for Flags

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fn group_id() -> Option<Id>

Report the ArgGroup::id for this set of arguments
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fn augment_args<'b>(__clap_app: Command) -> Command

Append to Command so it can instantiate Self. Read more
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fn augment_args_for_update<'b>(__clap_app: Command) -> Command

Append to Command so it can update self. Read more
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impl CommandFactory for Flags

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fn command<'b>() -> Command

Build a Command that can instantiate Self. Read more
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fn command_for_update<'b>() -> Command

Build a Command that can update self. Read more
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impl Debug for Flags

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl FromArgMatches for Flags

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fn from_arg_matches(__clap_arg_matches: &ArgMatches) -> Result<Self, Error>

Instantiate Self from ArgMatches, parsing the arguments as needed. Read more
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fn from_arg_matches_mut( + __clap_arg_matches: &mut ArgMatches +) -> Result<Self, Error>

Instantiate Self from ArgMatches, parsing the arguments as needed. Read more
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fn update_from_arg_matches( + &mut self, + __clap_arg_matches: &ArgMatches +) -> Result<(), Error>

Assign values from ArgMatches to self.
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fn update_from_arg_matches_mut( + &mut self, + __clap_arg_matches: &mut ArgMatches +) -> Result<(), Error>

Assign values from ArgMatches to self.
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impl Parser for Flags

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fn parse() -> Self

Parse from std::env::args_os(), exit on error
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fn try_parse() -> Result<Self, Error<RichFormatter>>

Parse from std::env::args_os(), return Err on error.
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fn parse_from<I, T>(itr: I) -> Selfwhere + I: IntoIterator<Item = T>, + T: Into<OsString> + Clone,

Parse from iterator, exit on error
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fn try_parse_from<I, T>(itr: I) -> Result<Self, Error<RichFormatter>>where + I: IntoIterator<Item = T>, + T: Into<OsString> + Clone,

Parse from iterator, return Err on error.
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fn update_from<I, T>(&mut self, itr: I)where + I: IntoIterator<Item = T>, + T: Into<OsString> + Clone,

Update from iterator, exit on error
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fn try_update_from<I, T>(&mut self, itr: I) -> Result<(), Error<RichFormatter>>where + I: IntoIterator<Item = T>, + T: Into<OsString> + Clone,

Update from iterator, return Err on error.

Auto Trait Implementations§

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impl RefUnwindSafe for Flags

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impl Send for Flags

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impl Sync for Flags

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impl Unpin for Flags

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impl UnwindSafe for Flags

Blanket Implementations§

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impl<T> Any for Twhere + T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for Twhere + T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for Twhere + T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

+
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impl<S> FromSample<S> for S

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fn from_sample_(s: S) -> S

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impl<T, U> Into<U> for Twhere + U: From<T>,

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fn into(self) -> U

Calls U::from(self).

+

That is, this conversion is whatever the implementation of +From<T> for U chooses to do.

+
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impl<T, U> ToSample<U> for Twhere + U: FromSample<T>,

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fn to_sample_(self) -> U

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impl<T, U> TryFrom<U> for Twhere + U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for Twhere + U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<S, T> Duplex<S> for Twhere + T: FromSample<S> + ToSample<S>,

\ No newline at end of file diff --git a/rust-whisper-lib/target/doc/rust_whisper_lib/struct.Whispered.html b/rust-whisper-lib/target/doc/rust_whisper_lib/struct.Whispered.html new file mode 100644 index 0000000..6241c70 --- /dev/null +++ b/rust-whisper-lib/target/doc/rust_whisper_lib/struct.Whispered.html @@ -0,0 +1,16 @@ +Whispered in rust_whisper_lib - Rust

Struct rust_whisper_lib::Whispered

source · 
pub struct Whispered {
+    pub data: Vec<AWhispered>,
+}

Fields§

§data: Vec<AWhispered>

Implementations§

Trait Implementations§

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impl Clone for Whispered

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fn clone(&self) -> Whispered

Returns a copy of the value. Read more
1.0.0 · source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for Whispered

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

source§

impl<T> Any for Twhere + T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
source§

impl<T> Borrow<T> for Twhere + T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
source§

impl<T> BorrowMut<T> for Twhere + T: ?Sized,

source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
source§

impl<T> From<T> for T

source§

fn from(t: T) -> T

Returns the argument unchanged.

+
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impl<S> FromSample<S> for S

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fn from_sample_(s: S) -> S

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impl<T, U> Into<U> for Twhere + U: From<T>,

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fn into(self) -> U

Calls U::from(self).

+

That is, this conversion is whatever the implementation of +From<T> for U chooses to do.

+
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impl<T> ToOwned for Twhere + T: Clone,

§

type Owned = T

The resulting type after obtaining ownership.
source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
source§

impl<T, U> ToSample<U> for Twhere + U: FromSample<T>,

source§

fn to_sample_(self) -> U

source§

impl<T, U> TryFrom<U> for Twhere + U: Into<T>,

§

type Error = Infallible

The type returned in the event of a conversion error.
source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
source§

impl<T, U> TryInto<U> for Twhere + U: TryFrom<T>,

§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
source§

impl<S, T> Duplex<S> for Twhere + T: FromSample<S> + ToSample<S>,

\ No newline at end of file