no more rwhisper

This reverts commit a483aaf25c.

.gitignore

@@ -1,6 +1,11 @@
 **/*.sw*
 /whisper-cpp-2023/rust.d/target
+/rust-whisper.d/target
+/rust-whisper.d/models
+/target/
+/models/
 snowboy-2022/snowboy
 **/*.git.d
 **/*.wav
 snowboy-2022/Dockerfile
+**/target

.gitmodules

@@ -0,0 +1,3 @@
+[submodule "rust-whisper.d/gitea-whisper-rs"]
+	path = gitea-whisper-rs
+	url = https://gitea.inhome.blapointe.com/bel/whisper-rs.git

README.md

@@ -1,29 +0,0 @@
-# stt
-
-## listen on linux
-
-https://wiki.archlinux.org/title/PulseAudio/Examples
-
-```
-10. ALSA monitor source
-
-To be able to record from a monitor source (a.k.a. "What-U-Hear", "Stereo Mix"), use pactl list to find out the name of the source in PulseAudio (e.g. alsa_output.pci-0000_00_1b.0.analog-stereo.monitor). Then add lines like the following to /etc/asound.conf or ~/.asoundrc:
-
-pcm.pulse_monitor {
-  type pulse
-  device alsa_output.pci-0000_00_1b.0.analog-stereo.monitor
-}
-
-ctl.pulse_monitor {
-  type pulse
-  device alsa_output.pci-0000_00_1b.0.analog-stereo.monitor
-}
-
-Now you can select pulse_monitor as a recording source.
-
-Alternatively, you can use pavucontrol to do this: make sure you have set up the display to "All input devices", then select "Monitor of [your sound card]" as the recording source.
-```
-
-```bash
-$ pactl list | grep -A 50 RUNNING | grep -E 'RUNNING|Name:|Monitor Source:' | grep Monitor.Source | head -n 1 | awk '{print $NF}'
-```

hotwords/hotwords.py

@@ -47,37 +47,60 @@ class Reader(threading.Thread):
       self.name = os.environ.get("MIC_NAME", "pulse_monitor")
       if not self.name:
          for index, name in enumerate(sr.Microphone.list_microphone_names()):
-             print("[{0}] Microphone with name \"{1}\" found for `Microphone(device_index={0})`".format(index, name))
+             log("[{0}] Microphone with name \"{1}\" found for `Microphone(device_index={0})`".format(index, name))
          exit()
       self.inq = inq
       self.outq = outq
 
-   def run(self):
+   def mic_idx(self):
-      log("Reader.run: start")
+      mics = []
-      try:
+      while not mics and not self.should_stop():
-         idx = [
+         log(f'searching for one of {self.name.split(",")} in {sr.Microphone.list_microphone_names()}...')
+         time.sleep(1)
+         mics = [
             idx for idx,v in enumerate(
                sr.Microphone.list_microphone_names(),
             ) if v in self.name.split(",")
-         ][0]
+         ]
-         with sr.Microphone(device_index=idx) as mic:
+      log("mic#", mics[0])
-            while not self.should_stop():
+      return mics[0]
-               try:
+
-                  self.outq.put(self._run(mic))
+   def run(self):
-               except Exception as e:
+      try:
-                  if not "timed out" in str(e):
+         log("Reader.run: start")
-                     log("Reader.run: error:", e)
+         self._run()
       except Exception as e:
-         log("Reader.run panic:", e)
+         log("Reader:run: exit:", e)
-         log("microphones:", sr.Microphone.list_microphone_names())
       finally:
          self.outq.put(None)
-      log("Reader.run: stop")
+         log("Reader.run: stop")
+
+   def _run(self):
+      while not self.should_stop():
+         time.sleep(3)
+         mic = sr.Microphone(device_index=self.mic_idx())
+         try:
+            mic.__enter__()
+            while not self.should_stop():
+               try:
+                  self.outq.put(self.read(mic))
+               except Exception as e:
+                  if not "timed out" in str(e):
+                     raise e
+         except Exception as e:
+            import traceback
+            traceback.print_exception(e)
+            log("Reader.run: error:", e)
+         finally:
+            try:
+               mic.__exit__(None, None, None)
+            except Exception as e:
+               log("Reader.run.catch: error:", e)
 
    def should_stop(self):
       return not self.inq.empty()
 
-   def _run(self, mic):
+   def read(self, mic):
       mic_timeout = int(os.environ.get("MIC_TIMEOUT", 5))
       r = sr.Recognizer()
       return r.listen(
@@ -113,13 +136,19 @@ class Parser(threading.Thread):
       p = "/tmp/whisper-cpp.wav"
       with open("/tmp/whisper-cpp.wav", "wb") as f:
          f.write(wav)
-      proc = subprocess.run(f"MODEL=./models/ggml-{os.environ.get('MODEL','tiny.en')}.bin WAV={p} P=2 rust-whisper", capture_output=True, shell=True)
+      proc = subprocess.run(f"MODEL=./models/ggml-{os.environ.get('MODEL','tiny.en')}.bin WAV={p} P={os.environ.get('P', '2')} rust-whisper", capture_output=True, shell=True)
       result = proc.stdout.decode().strip()
       if os.environ.get("DEBUG", None):
+         log("stderr:", proc.stderr.decode().strip())
          log("raw transcript:", result)
       result = result.replace(">>", "")
-      result = "".join([i.split("]")[-1] for i in result.split("[")[0]])
+      for pair in [
-      result = "".join([i.split(")")[-1] for i in result.split("(")[0]])
+         ("[", "]"),
+         ("(", ")"),
+         ("<", ">"),
+         ("*", "*"),
+      ]:
+         result = "".join([i.split(pair[1])[-1] for i in result.split(pair[0])[0]])
       if os.environ.get("DEBUG", None):
          log("annotation-free transcript:", result)
       return result
@@ -156,6 +185,8 @@ def _load_dot_notation(v, items):
                else:
                   result.append(subresult)
             return result
+      elif k == "KEYS":
+         v = [k for k in v]
       else:
          if isinstance(v, list):
             v = v[int(k)]
@@ -200,8 +231,15 @@ class Reactor(threading.Thread):
             def load_hotwords_in_yaml_file():
                with open(p.split("@")[0], "r") as f:
                   v = yaml.safe_load(f)
-                  v = load_dot_notation(v, p.split("@")[-1])
+                  if os.environ.get("DEBUG", None):
-                  return ["".join(i.strip().lower().split()) for i in v if i]
+                     log(f'opened {p.split("@")[0]} and got {v}')
+                  result = []
+                  for to_find in [i for i in p.split("@")[-1].split(",") if i]:
+                     if os.environ.get("DEBUG", None):
+                        log(f'finding {to_find} in {v}')
+                     v2 = load_dot_notation(v, to_find)
+                     result.extend(["".join(i.strip().lower().split()) for i in v2 if i])
+                  return result
             load_hotwords_in_yaml_file()
             return load_hotwords_in_yaml_file
          else:
@@ -230,13 +268,23 @@ class Reactor(threading.Thread):
       log("Reactor.run: stop")
 
    def handle(self, text):
+      try:
+         self._handle(text)
+      except Exception:
+         pass
+
+   def _handle(self, text):
       hotwords = self.load_hotwords()
       if os.environ.get("DEBUG", None):
-         log(f"seeking {hotwords} in {text}")
+         log(f"seeking {hotwords} in {text}. $HOTWORDS={os.environ.get('HOTWORDS', None)}")
       if not hotwords:
          if not os.environ.get("HOTWORDS", None):
-            print(text)
+            if os.environ.get("DEBUG", None):
+               log(f"HOTWORDS is False; {text}")
+            print(text, flush=True)
          else:
+            if os.environ.get("DEBUG", None):
+               log(f"HOTWORDS is True; {text}")
             log(text)
          return
       cleantext = "".join([i for i in "".join(text.lower().split()) if i.isalpha()])
@@ -256,7 +304,7 @@ class Actor(threading.Thread):
          self.pid = int(environ["SIGUSR2"])
          self.handle = self.handle_signal
       elif os.environ.get("URL", ""):
-         self.url = environ["URL"]
+         self.url = os.environ["URL"]
          self.handle = self.handle_url
          self.headers = [i.split("=")[:2] for i in os.environ.get("HEADERS", "").split("//") if i]
          self.body = os.environ.get("BODY", '{"hotword":"{{hotword}}","context":"{{context}}"}')
@@ -276,7 +324,7 @@ class Actor(threading.Thread):
 
    def handle_stdout(self, hotword, context):
       log(context)
-      print(hotword)
+      print(hotword, flush=True)
 
    def handle_signal(self, hotword, context):
       self.handle_stderr(hotword, context)
@@ -295,9 +343,12 @@ class Actor(threading.Thread):
          body = self.body
          body = body.replace("{{hotword}}", hotword)
          body = body.replace("{{context}}", context)
+         url = self.url
+         url = url.replace("{{hotword}}", hotword)
+         url = url.replace("{{context}}", context)
          if os.environ.get("DEBUG", "") :
-            log("POST", self.url, headers, body)
+            log("POST", url, headers, body)
-         requests.post(self.url, headers=headers, data=body)
+         requests.post(url, headers=headers, data=body)
       except Exception as e:
          log("Actor.handle_url:", e)
 

hotwords/requirements.txt

@@ -2,3 +2,4 @@ git+https://github.com/openai/whisper.git
 soundfile
 PyAudio
 SpeechRecognition
+PyYAML

hotwords/transcript.sh

@@ -0,0 +1,19 @@
+#! /bin/bash
+
+set -euo pipefail
+
+cd "$(dirname "$(realpath "$BASH_SOURCE")")"
+
+if ! which rust-whisper-baked; then
+   (
+      set -euo pipefail
+      cd ../rust-whisper-baked
+      cargo install --path .
+   )
+fi >&2
+
+cat <<EOF
+rust-whisper-baked --stream-device 'BlackHole 2ch' --stream-step 30 --stream-retain 1 --stream-{head,tail}=0.25 --threads 9 2> /dev/null
+   | tee -a "$HOME/Sync/drawful/DnD/bdoob/__log.d/$(date +%Y.%m.%d).transcript.txt"
+   | tee -a "$HOME/Sync/drawful/DnD/nessira.d/_log.d/$(date +%Y.%m.%d).transcript.txt"
+EOF

listen-lib/Cargo.lock

@@ -0,0 +1,939 @@
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+checksum = "9b5c3db89721d50d0e2a673f5043fc4722f76dcc352d7b1ab8b8288bed4ed2c5"
+dependencies = [
+ "memchr",
+]

listen-lib/Cargo.toml

@@ -1,11 +1,10 @@
 [package]
-name = "rust-whisper"
+name = "listen-lib"
 version = "0.1.0"
 edition = "2021"
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
-whisper-rs = "0.5"
+signal-hook = "0.3.17"
-wav = "1"
+cpal = "0.15.2"
-tokio = "1.27"

listen-lib/src/lib.rs

@@ -0,0 +1,135 @@
+use cpal::traits::{HostTrait, DeviceTrait, StreamTrait};
+use signal_hook::{iterator::Signals, consts::signal::SIGINT};
+use std::thread;
+
+pub fn main(callback: impl FnMut(Vec<f32>)) {
+   new_listener(None).unwrap().listen(callback);
+}
+
+pub fn main_with(callback: impl FnMut(Vec<f32>), device_name: String) {
+   new_listener(Some(device_name)).unwrap().listen(callback);
+}
+
+pub fn devices() -> Vec<String> {
+   match _devices() {
+      Ok(devices) => devices.
+         iter().
+         map(|device| device.name()).
+         filter(|device_name| device_name.is_ok()).
+         map(|device_name| device_name.unwrap()).
+         collect(),
+      Err(_) => vec![],
+   }
+}
+
+fn _devices() -> Result<Vec<cpal::Device>, String> {
+   match cpal::default_host().devices() {
+      Ok(devices) => Ok(devices.filter(|device| {
+         device.supported_input_configs().unwrap().count() > 0
+      }).collect()),
+      Err(msg) => Err(format!("failed to get devices: {}", msg)),
+   }
+}
+
+struct Listener {
+   device_name: String,
+}
+
+fn new_listener(device_name: Option<String>) -> Result<Listener, String> {
+   let device_name = match device_name {
+      Some(device_name) => {
+         let devices: Vec<_> = _devices()?.
+            iter().
+            map(|device| device.name()).
+            filter(|device_name| device_name.is_ok()).
+            map(|device_name| device_name.unwrap()).
+            filter(|a_device_name| *a_device_name == device_name).
+            collect();
+         match devices.first() {
+            Some(_) => Ok(device_name),
+            None => Err(format!("device like {} not found", device_name)),
+         }
+      },
+      None => {
+         let host = cpal::default_host();
+         match host.default_input_device() {
+            Some(device) => {
+               match device.name() {
+                  Ok(device_name) => Ok(device_name),
+                  Err(msg) => Err(format!("failed to get default input device name: {}", msg)),
+               }
+            },
+            None => Err(format!("failed to get any input device")),
+         }
+      },
+   };
+   match device_name {
+      Ok(device_name) => Ok(Listener{device_name: device_name}),
+      Err(msg) => Err(msg),
+   }
+}
+
+impl Listener {
+   fn listen(self, mut cb: impl FnMut(Vec<f32>)) {
+      let (send, recv) = std::sync::mpsc::sync_channel(100);
+      thread::spawn(move || { self._listen(send); });
+      let mut signals = Signals::new(&[SIGINT]).unwrap();
+      loop {
+         match recv.recv_timeout(std::time::Duration::new(1, 0)) {
+            Ok(msg) => cb(msg),
+            Err(_) => {
+               if signals.pending().count() > 0 {
+                  break;
+               }
+            },
+         };
+      }
+   }
+
+   fn _listen(self, send: std::sync::mpsc::SyncSender<Vec<f32>>) {
+      let devices = _devices().unwrap();
+      let devices = devices.iter().
+         filter(|device| device.name().unwrap() == self.device_name).
+         collect::<Vec<_>>();
+      let device = devices.first().unwrap();
+      let cfg = device.supported_input_configs()
+         .unwrap()
+         .filter(|x| x.sample_format() == cpal::SampleFormat::F32)
+         .filter(|x| x.min_sample_rate() >= cpal::SampleRate(15_500))
+         .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;
+      }
+      let _ = stream.pause();
+   }
+}

models/download_models.sh

@@ -0,0 +1,13 @@
+#!/bin/bash
+
+src="https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml"
+cd "$(dirname "$(realpath "$BASH_SOURCE")")"
+
+# Whisper models
+for model in "tiny.en" "base.en" "small.en" "medium.en" "large-v2"; do
+    	test -f ./ggml-$model.bin || wget --quiet --show-progress -O ./ggml-$model.bin "$src-$model.bin"
+done
+
+test -f ./ggml-distil-medium.en.bin || wget https://huggingface.co/distil-whisper/distil-medium.en/resolve/main/ggml-medium-32-2.en.bin?download=true -O ./ggml-distil-medium.en.bin
+
+test -f ./ggml-distil-large-v2.bin || wget https://huggingface.co/distil-whisper/distil-large-v2/resolve/main/ggml-large-32-2.en.bin?download=true -O ./ggml-distil-large-v2.bin

models/testme/Cargo.lock

@@ -0,0 +1,7 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "testme"
+version = "0.1.0"

models/testme/Cargo.toml

@@ -0,0 +1,8 @@
+[package]
+name = "testme"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]

models/testme/src/main.rs

@@ -0,0 +1,4 @@
+fn main() {
+   let bytes = include_bytes!("./test.txt");
+   println!("{}", String::from_utf8_lossy(bytes));
+}

models/testme/src/test.txt

@@ -0,0 +1 @@
+../../ggml-tiny.en.bin

rust-whisper-baked-lib-wasm/Cargo.lock

@@ -0,0 +1,857 @@
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rust-whisper-baked-lib-wasm/Cargo.toml

@@ -0,0 +1,12 @@
+[package]
+name = "rust-whisper-baked-lib-wasm"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+crate-type = ["cdylib"]
+
+[dependencies]
+rust-whisper-lib = { path = "../rust-whisper-lib" }
+rust-whisper-baked-lib = { path = "../rust-whisper-baked-lib" }
+wasm-bindgen = "0.2.89"

rust-whisper-baked-lib-wasm/build.sh

@@ -0,0 +1,5 @@
+#! /bin/bash
+
+echo https://developer.mozilla.org/en-US/docs/WebAssembly/Rust_to_Wasm
+cargo install wasm-pack
+wasm-pack build --target web

rust-whisper-baked-lib-wasm/src/lib.rs

@@ -0,0 +1,43 @@
+use wasm_bindgen::prelude::*;
+use rust_whisper_lib;
+use rust_whisper_baked_lib;
+
+#[wasm_bindgen]
+extern {
+    pub fn whisper_data() -> Vec<f32>;
+    pub fn whisper_on_success(s: String);
+    pub fn whisper_on_error(s: String);
+}
+
+#[wasm_bindgen]
+pub fn new_transcriber(
+   stream_step: Option<u64>,
+   stream_retain: Option<f32>,
+   stream_head: Option<f32>,
+   stream_tail: Option<f32>,
+) {
+   let flags = rust_whisper_lib::Flags {
+      model_path: None,
+      model_buffer: None,
+      threads: 4,
+      stream_step: stream_step.unwrap_or(5),
+      stream_retain: stream_retain.unwrap_or(1.0),
+      stream_head: stream_head.unwrap_or(0.5),
+      stream_tail: stream_tail.unwrap_or(0.5),
+      wav: None,
+      debug: false,
+      stream_device: None,
+   };
+   let (send, recv) = std::sync::mpsc::sync_channel(100);
+   rust_whisper_baked_lib::channel(flags, |result| {
+      match result {
+         Ok(msg) => whisper_on_success(msg.to_string()),
+         Err(msg) => whisper_on_error(msg),
+      };
+   }, recv);
+   loop {
+      let data = whisper_data();
+      send.send(data).unwrap();
+   }
+}
+

rust-whisper-baked-lib/Cargo.lock

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+# It is not intended for manual editing.
+version = 3
+
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rust-whisper-baked-lib/Cargo.toml

@@ -0,0 +1,9 @@
+[package]
+name = "rust-whisper-baked-lib"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+rust-whisper-lib = { path = "../rust-whisper-lib" }

rust-whisper-baked-lib/src/lib.rs

@@ -0,0 +1,21 @@
+use rust_whisper_lib;
+
+pub fn channel<F>(
+   mut flags: rust_whisper_lib::Flags,
+   handler_fn: F,
+   stream: std::sync::mpsc::Receiver<Vec<f32>>,
+) where F: FnMut(Result<rust_whisper_lib::Transcribed, String>) + Send + 'static {
+   flags.model_path = None;
+   flags.model_buffer = Some(include_bytes!("../../models/ggml-small.en.bin").to_vec());
+   rust_whisper_lib::channel(flags.clone(), handler_fn, stream);
+}
+
+pub fn wav<F>(
+   mut flags: rust_whisper_lib::Flags,
+   handler_fn: F
+) where F: FnMut(Result<rust_whisper_lib::Transcribed, String>) + Send + 'static {
+   flags.model_path = None;
+   flags.model_buffer = Some(include_bytes!("../../models/ggml-distil-medium.en.bin").to_vec());
+   rust_whisper_lib::wav(flags.clone(), handler_fn, flags.wav.unwrap());
+}
+

rust-whisper-baked/Cargo.toml

@@ -0,0 +1,12 @@
+[package]
+name = "rust-whisper-baked"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+rust-whisper-lib = { path = "../rust-whisper-lib" }
+rust-whisper-baked-lib = { path = "../rust-whisper-baked-lib" }
+listen-lib = { path = "../listen-lib" }
+clap = { version = "4.4.10", features = ["derive"] }

rust-whisper-baked/cargo.sh

@@ -0,0 +1,15 @@
+#! /bin/bash
+
+#RUSTFLAGS="-Clink-args=-lstd++" \
+
+echo 0. brew install blackhole-2ch / https://github.com/ExistentialAudio/BlackHole
+echo 1. Audio Midi Setup / https://existential.audio/howto/StreamFromGarageBandToZoom.php
+echo 2. Multi-Output Device / primary External Headphones, Drift Correction for BlackHole 2ch
+echo 3. Aggregate Device / clock MacBook Pro Microphone, Drift Correction BlackHole 2ch
+echo 4. Discord outputs to Multi-Output Device
+echo 5. apps read Aggregate Device
+
+export C_INCLUDE_PATH="$C_INCLUDE_PATH:$PWD/.."
+export LIBRARY_PATH="$LIBRARY_PATH:$PWD/.."
+
+cargo "$@"

rust-whisper-baked/src/main.rs

@@ -0,0 +1,46 @@
+use rust_whisper_lib;
+use rust_whisper_baked_lib;
+use clap::Parser;
+use listen_lib;
+use std::thread;
+
+fn main() {
+   let flags = rust_whisper_lib::Flags::parse();
+   let (send, recv) = std::sync::mpsc::sync_channel(100);
+
+   eprintln!("rust whisper baked lib channel...");
+   thread::spawn(move || {
+      rust_whisper_baked_lib::channel(
+         flags.clone(),
+         |result: Result<rust_whisper_lib::Transcribed, String>| {
+            match result {
+               Ok(transcribed) => { println!("{}", transcribed.to_string()); },
+               Err(msg) => { eprintln!("error: {}", msg); },
+            };
+         },
+         recv,
+      );
+   });
+
+   eprintln!("listen lib main...");
+   let flags = rust_whisper_lib::Flags::parse();
+   match flags.stream_device {
+      Some(device_name) => {
+         if device_name == "" {
+            for device in listen_lib::devices() {
+               eprintln!("{}", device);
+            }
+         } else {
+            listen_lib::main_with(|data| {
+               send.send(data).unwrap();
+            }, device_name);
+         }
+      },
+      None => {
+         listen_lib::main(|data| {
+            send.send(data).unwrap();
+         });
+      }
+   }
+   eprintln!("/listen lib main...");
+}

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+# It is not intended for manual editing.
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rust-whisper-lib/Cargo.toml

@@ -0,0 +1,14 @@
+[package]
+name = "rust-whisper-lib"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+whisper-rs = { path = "../gitea-whisper-rs", version = "0.8.0" }
+wav = "1"
+tokio = "1.27"
+byteorder = "1.5.0"
+chrono = "0.4.31"
+clap = { version = "4.4.10", features = ["derive"] }

rust-whisper-lib/src/lib.rs

@@ -0,0 +1,358 @@
+use whisper_rs::{WhisperContext, FullParams, SamplingStrategy, WhisperError};
+use clap::Parser;
+use std::thread;
+use std::fs::File;
+use std::io::Write;
+
+#[derive(Parser, Debug, Clone)]
+pub struct Flags {
+   #[arg(long, default_value = "../models/ggml-tiny.en.bin")]
+   pub model_path: Option<String>,
+   #[arg(long, default_value = None)]
+   pub model_buffer: Option<Vec<u8>>,
+
+   #[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,
+
+   #[arg(long, default_value = "false")]
+   pub debug: bool,
+
+   #[arg(long, default_value = None)]
+   pub wav: Option<String>,
+   #[arg(long, default_value = None)]
+   pub stream_device: Option<String>,
+}
+
+pub fn wav<F>(flags: Flags, handler_fn: F, wav_path: String) where F: FnMut(Result<Transcribed, String>) + Send + 'static {
+   let w = new_service(
+      flags.model_path,
+      flags.model_buffer,
+      flags.threads,
+      flags.stream_head,
+      flags.stream_tail,
+      handler_fn,
+   ).unwrap();
+   w.transcribe(&f32_from_wav_file(&wav_path).unwrap())
+}
+
+fn f32_from_wav_file(path: &String) -> Result<Vec<f32>, String> {
+   let f = std::fs::File::open(path);
+   if let Some(err) = f.as_ref().err() {
+      return Err(format!("failed to open wav file: {}", err));
+   }
+   let wav_read = wav::read(&mut f.unwrap());
+   if let Some(err) = wav_read.as_ref().err() {
+      return Err(format!("failed to parse wav file: {}", err));
+   }
+   let (header, data) = wav_read.unwrap();
+   if header.channel_count != 1 {
+      return Err("!= 1 channel".to_string());
+   }
+   if header.sampling_rate != 16_000 {
+      return Err("!= 16_000 hz".to_string());
+   }
+   match data.as_sixteen() {
+      Some(data16) => Ok(whisper_rs::convert_integer_to_float_audio(&data16)),
+      None => Err(format!("couldnt translate wav to 16s")),
+   }
+}
+
+pub fn channel<F>(flags: Flags, handler_fn: F, stream: std::sync::mpsc::Receiver<Vec<f32>>) where F: FnMut(Result<Transcribed, String>) + Send + 'static {
+   let w = new_service(
+      flags.model_path,
+      flags.model_buffer,
+      flags.threads,
+      flags.stream_head,
+      flags.stream_tail,
+      handler_fn,
+   ).unwrap();
+   let stream_retain = (flags.stream_retain * 16_000.0) as usize;
+   match &flags.debug {
+      true => { File::create("/tmp/page.rawf32audio").unwrap(); },
+      false => {},
+   };
+   let mut buffer = vec![];
+   for data in stream.iter() {
+      data.iter().for_each(|x| buffer.push(*x));
+      if buffer.len() >= (flags.stream_step * 16_000) as usize {
+         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);
+      }
+   }
+}
+
+struct Service {
+   jobs: std::sync::mpsc::SyncSender<ATranscribe>,
+}
+
+fn new_service<F>(model_path: Option<String>, model_buffer: Option<Vec<u8>>, threads: i32, stream_head: f32, stream_tail: f32, handler_fn: F) -> Result<Service, String> where F: FnMut(Result<Transcribed, String>) + Send + 'static {
+   match new_engine(model_path, model_buffer, 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(Service{jobs: send})
+      },
+      Err(msg) => Err(format!("failed to initialize engine: {}", msg)),
+   }
+}
+
+impl Service {
+   fn transcribe(&self, data: &Vec<f32>) {
+      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<f32>) -> Result<(), String> {
+      self._transcribe_async(data, None)
+   }
+
+   fn _transcribe_async(&self, data: &Vec<f32>, ack: Option<std::sync::mpsc::SyncSender<bool>>) -> Result<(), String> {
+      match self.jobs.try_send(ATranscribe{
+         data: data.clone().to_vec(),
+         ack: ack,
+      }) {
+         Ok(_) => Ok(()),
+         Err(msg) => Err(format!("failed to enqueue transcription: {}", msg)),
+      }
+   }
+}
+
+struct Impl {
+   engine: Engine,
+   stream_head: f32,
+   stream_tail: f32,
+   handler_fn: Option<Box<dyn FnMut(Result<Transcribed, String>) + Send + 'static>>
+}
+
+fn new_whisper_impl<F>(engine: Engine, stream_head: f32, stream_tail: f32, handler_fn: F) -> Impl where F: FnMut(Result<Transcribed, String>) + Send + 'static {
+   Impl {
+      engine: engine,
+      stream_head: stream_head,
+      stream_tail: stream_tail,
+      handler_fn: Some(Box::new(handler_fn)),
+   }
+}
+
+impl Impl {
+   fn transcribe_asyncs(&mut self, recv: std::sync::mpsc::Receiver<ATranscribe>) {
+      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: &ATranscribe) -> 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: &Transcribed) {
+      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 Engine {
+   ctx: WhisperContext,
+   threads: i32,
+}
+
+fn new_engine(model_path: Option<String>, model_buffer: Option<Vec<u8>>, threads: i32) -> Result<Engine, String> {
+   let whisper_context_result = match model_path {
+      Some(model_path) => WhisperContext::new(&model_path),
+      None => WhisperContext::new_from_buffer(&model_buffer.unwrap()),
+   };
+   match whisper_context_result {
+      Ok(ctx) => Ok(Engine{ctx: ctx, threads: threads}),
+      Err(msg) => Err(format!("failed to load model: {}", msg)),
+   }
+}
+
+impl Engine {
+   fn transcribe(&self, data: &Vec<f32>) -> Result<Transcribed, String> {
+      match self._transcribe(data) {
+         Ok(transcribed) => Ok(transcribed),
+         Err(msg) => Err(format!("{}", msg)),
+      }
+   }
+
+   fn _transcribe(&self, data: &Vec<f32>) -> Result<Transcribed, WhisperError> {
+      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 ATranscribe {
+   data: Vec<f32>,
+   ack: Option<std::sync::mpsc::SyncSender<bool>>,
+}
+
+#[derive(Clone, Debug)]
+pub struct Transcribed {
+   data: Vec<ATranscribed>,
+}
+
+#[derive(Clone, Debug)]
+struct ATranscribed {
+   pub data: String,
+   pub offset: i64,
+   pub length: i64,
+}
+
+fn new_whispered() -> Transcribed {
+   Transcribed{data: vec![]}
+}
+
+fn new_a_whispered(data: String, start: i64, stop: i64) -> ATranscribed {
+   ATranscribed{
+      data: data,
+      offset: start.clone(),
+      length: stop - start,
+   }
+}
+
+impl Transcribed {
+   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) -> Transcribed {
+      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) -> Transcribed {
+      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));
+      }
+   }
+}
+
+#[cfg(test)]
+mod tests {
+   use super::*;
+
+   #[test]
+   fn test_transcribe_tiny_jfk_wav_whisper_rs() {
+      wav(
+         Flags {
+            model_path: None,
+            model_buffer: Some(include_bytes!("../../models/ggml-tiny.en.bin").to_vec()),
+            threads: 8,
+            stream_step: 0,
+            stream_retain: 0.0,
+            stream_head: 0.0,
+            stream_tail: 0.0,
+            wav: Some("../gitea-whisper-rs/sys/whisper.cpp/bindings/go/samples/jfk.wav".to_string()),
+            debug: false,
+            stream_device: None,
+         },
+         | result | {
+            assert!(result.is_ok());
+            assert_eq!(result.unwrap().to_string(), " And so my fellow Americans ask not what your country can do for you ask what you can do for your country.");
+         },
+         "../gitea-whisper-rs/sys/whisper.cpp/bindings/go/samples/jfk.wav".to_string(),
+      );
+   }
+}

rust-whisper-lib/target/doc/rust_whisper_lib/all.html

@@ -0,0 +1 @@
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rust-whisper-lib/target/doc/rust_whisper_lib/index.html

@@ -0,0 +1 @@
+<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `rust_whisper_lib` crate."><title>rust_whisper_lib - Rust</title><link rel="preload" as="font" type="font/woff2" crossorigin href="../static.files/SourceSerif4-Regular-46f98efaafac5295.ttf.woff2"><link rel="preload" as="font" type="font/woff2" crossorigin href="../static.files/FiraSans-Regular-018c141bf0843ffd.woff2"><link rel="preload" as="font" type="font/woff2" crossorigin href="../static.files/FiraSans-Medium-8f9a781e4970d388.woff2"><link rel="preload" as="font" type="font/woff2" crossorigin href="../static.files/SourceCodePro-Regular-562dcc5011b6de7d.ttf.woff2"><link rel="preload" as="font" type="font/woff2" crossorigin href="../static.files/SourceSerif4-Bold-a2c9cd1067f8b328.ttf.woff2"><link rel="preload" as="font" type="font/woff2" crossorigin href="../static.files/SourceCodePro-Semibold-d899c5a5c4aeb14a.ttf.woff2"><link rel="stylesheet" href="../static.files/normalize-76eba96aa4d2e634.css"><link rel="stylesheet" href="../static.files/rustdoc-fa3bb1812debf86c.css"><meta name="rustdoc-vars" data-root-path="../" data-static-root-path="../static.files/" data-current-crate="rust_whisper_lib" data-themes="" data-resource-suffix="" data-rustdoc-version="1.74.0 (79e9716c9 2023-11-13)" data-channel="1.74.0" data-search-js="search-8be46b629f5f14a8.js" data-settings-js="settings-74424d7eec62a23e.js" ><script src="../static.files/storage-fec3eaa3851e447d.js"></script><script defer src="../crates.js"></script><script defer src="../static.files/main-c5bd66d33317d69f.js"></script><noscript><link rel="stylesheet" href="../static.files/noscript-5d8b3c7633ad77ba.css"></noscript><link rel="alternate icon" type="image/png" href="../static.files/favicon-16x16-8b506e7a72182f1c.png"><link rel="alternate icon" type="image/png" href="../static.files/favicon-32x32-422f7d1d52889060.png"><link rel="icon" type="image/svg+xml" href="../static.files/favicon-2c020d218678b618.svg"></head><body class="rustdoc mod crate"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><nav class="mobile-topbar"><button class="sidebar-menu-toggle">&#9776;</button><a class="logo-container" href="../rust_whisper_lib/index.html"><img class="rust-logo" src="../static.files/rust-logo-151179464ae7ed46.svg" alt="logo"></a></nav><nav class="sidebar"><a class="logo-container" href="../rust_whisper_lib/index.html"><img class="rust-logo" src="../static.files/rust-logo-151179464ae7ed46.svg" alt="logo"></a><h2 class="location"><a href="#">Crate rust_whisper_lib</a></h2><div class="sidebar-elems"><ul class="block"><li class="version">Version 0.1.0</li><li><a id="all-types" href="all.html">All Items</a></li></ul><section><ul class="block"><li><a href="#structs">Structs</a></li><li><a href="#functions">Functions</a></li></ul></section></div></nav><main><div class="width-limiter"><nav class="sub"><form class="search-form"><span></span><input class="search-input" name="search" aria-label="Run search in the documentation" autocomplete="off" spellcheck="false" placeholder="Click or press ‘S’ to search, ‘?’ for more options…" type="search"><div id="help-button" title="help" tabindex="-1"><a href="../help.html">?</a></div><div id="settings-menu" tabindex="-1"><a href="../settings.html" title="settings"><img width="22" height="22" alt="Change settings" src="../static.files/wheel-7b819b6101059cd0.svg"></a></div></form></nav><section id="main-content" class="content"><div class="main-heading"><h1>Crate <a class="mod" href="#">rust_whisper_lib</a><button id="copy-path" title="Copy item path to clipboard"><img src="../static.files/clipboard-7571035ce49a181d.svg" width="19" height="18" alt="Copy item path"></button></h1><span class="out-of-band"><a class="src" href="../src/rust_whisper_lib/lib.rs.html#1-352">source</a> · <button id="toggle-all-docs" title="collapse all docs">[<span>&#x2212;</span>]</button></span></div><h2 id="structs" class="small-section-header"><a href="#structs">Structs</a></h2><ul class="item-table"><li><div class="item-name"><a class="struct" href="struct.Flags.html" title="struct rust_whisper_lib::Flags">Flags</a></div></li><li><div class="item-name"><a class="struct" href="struct.Transcribed.html" title="struct rust_whisper_lib::Transcribed">Transcribed</a></div></li></ul><h2 id="functions" class="small-section-header"><a href="#functions">Functions</a></h2><ul class="item-table"><li><div class="item-name"><a class="fn" href="fn.channel.html" title="fn rust_whisper_lib::channel">channel</a></div></li><li><div class="item-name"><a class="fn" href="fn.wav.html" title="fn rust_whisper_lib::wav">wav</a></div></li></ul></section></div></main></body></html>

rust-whisper-lib/target/doc/rust_whisper_lib/sidebar-items.js

@@ -0,0 +1 @@
+window.SIDEBAR_ITEMS = {"fn":["channel","wav"],"struct":["Flags","Transcribed"]};

snowboy-2022/build.sh

@@ -1,99 +0,0 @@
-#! /bin/bash
-
-echo https://github.com/seasalt-ai/snowboy
-cd "$(dirname "$(realpath "$BASH_SOURCE")")"
-
-set -e
-set -o pipefail
-
-if [ ! -d ./snowboy.git.d ]; then
-   git clone https://github.com/seasalt-ai/snowboy snowboy.git.d
-fi
-
-timeout 2 docker version &> /dev/null
-if ! docker images | grep snowboy-pmdl.*latest &> /dev/null; then
-   pushd snowboy.git.d
-   docker build -t snowboy-pmdl:latest .
-   popd
-fi
-
-export HOTWORD="${HOTWORD:-${TRAIN:-default_hotword}}"
-
-if [ -n "$TRAIN" ] || [ ! -d ./model ] || [ ! -f ./model/$HOTWORD.pmdl ]; then
-   mkdir -p model
-   pushd model
-   rm -f ./record{1,2,3}.wav || true
-   echo "record 3 instances of '$HOTWORD'" >&2
-   for i in 1 2 3; do
-      read -p "[$i/3] ready? you get 3 seconds."
-      (
-         timeout 3 rec \
-            -r 16000 \
-            -c 1 \
-            -b 16 \
-            -e signed-integer \
-            -t wav \
-            record$i.wav
-      ) || true
-      ls record$i.wav
-   done
-   popd
-
-   docker run \
-      --rm \
-      -it \
-      -v "$(realpath ./model)":/snowboy-master/examples/Python/model \
-      snowboy-pmdl:latest
-   mv ./model/hotword.pmdl ./model/$HOTWORD.pmdl
-   if [ -n "$TRAIN" ]; then
-      exit 0
-   fi
-fi
-
-if false; then
-   if ! which swig; then
-      brew install swig
-   fi
-   pip3 install pyaudio
-   pushd snowboy.git.d/swig/Python3/
-   make
-   popd
-
-   cd snowboy.git.d/examples/Python3/
-   echo '
-   import snowboydecoder
-   import datetime
-   detected_callback = lambda *args: print(datetime.datetime.now(), "GOTCHA")
-   d = snowboydecoder.HotwordDetector("../../../model/'"$HOTWORD"'.pmdl", sensitivity=0.5, audio_gain=1)
-   d.start(detected_callback)
-   ' > breel.py
-   echo GO
-   cleanup() {
-      echo OK IM DONE NOW
-   }
-   trap cleanup EXIT
-   python3 ./breel.py
-else
-   resources="$(realpath snowboy.git.d/resources/common.res)"
-   hotword="$(realpath ./model/$HOTWORD.pmdl)"
-   GOPROXY= go build -o snowboy
-   if [ -z "$PUSH" ]; then
-      ./snowboy \
-         -ms "$hotword/$HOTWORD" \
-         -r "$resources" \
-         -s 0.5 \
-         "$@"
-   else
-      echo '
-FROM registry-app.eng.qops.net:5001/imported/alpine:3.16
-WORKDIR /main/
-COPY ./snowboy.git.d/resources/common.res ./
-COPY ./model/hotword.pmdl ./
-COPY ./snowboy ./
-ENTRYPOINT ["sh", "-c", "true; echo copying /main/ to /mnt/; cp /main/* /mnt/"]
-CMD []
-      ' > Dockerfile
-      docker build -t registry-app.eng.qops.net:5001/breel/snowboy:latest .
-      docker push registry-app.eng.qops.net:5001/breel/snowboy:latest
-   fi
-fi

snowboy-2022/go.mod

@@ -1,13 +0,0 @@
-module snowboy
-
-go 1.19
-
-require (
-	github.com/brentnd/go-snowboy v0.0.0-20190301212623-e19133c572af
-	github.com/gordonklaus/portaudio v0.0.0-20221027163845-7c3b689db3cc
-)
-
-require (
-	github.com/Kitt-AI/snowboy v1.3.0 // indirect
-	github.com/stretchr/testify v1.8.1 // indirect
-)

snowboy-2022/go.sum

@@ -1,22 +0,0 @@
-github.com/Kitt-AI/snowboy v1.3.0 h1:PjBVN84M/9tAzDBQXILAKMoJMxt/fT0nhJ1rhKtVRUc=
-github.com/Kitt-AI/snowboy v1.3.0/go.mod h1:sDzzMXFQ1wFkXkZaX/ant0xJsizGVq/9hyKb7ZB3cNI=
-github.com/brentnd/go-snowboy v0.0.0-20190301212623-e19133c572af h1:ijY5OHNQs3CdzTN2XT+zByIsR1QVyXTvOUSkQcBm6pw=
-github.com/brentnd/go-snowboy v0.0.0-20190301212623-e19133c572af/go.mod h1:XcT4k8Tn9hrM5SLVvu5hNQbAC6GojXM0MXz1Rt8CL68=
-github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
-github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/gordonklaus/portaudio v0.0.0-20221027163845-7c3b689db3cc h1:yYLpN7bJxKYILKnk20oczGQOQd2h3/7z7/cxdD9Se/I=
-github.com/gordonklaus/portaudio v0.0.0-20221027163845-7c3b689db3cc/go.mod h1:WY8R6YKlI2ZI3UyzFk7P6yGSuS+hFwNtEzrexRyD7Es=
-github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
-github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
-github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
-github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
-github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
-github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
-github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
-github.com/stretchr/testify v1.8.1 h1:w7B6lhMri9wdJUVmEZPGGhZzrYTPvgJArz7wNPgYKsk=
-github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
-gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
-gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=

snowboy-2022/main.go

@@ -1,122 +0,0 @@
-// This example streams the microphone thru Snowboy to listen for the hotword,
-// by using the PortAudio interface.
-//
-// HOW TO USE:
-// 	go run examples/Go/listen/main.go [path to snowboy resource file] [path to snowboy hotword file]
-//
-package main
-
-import (
-	"bytes"
-	"encoding/binary"
-	"flag"
-	"fmt"
-	"log"
-	"path"
-	"strings"
-	"time"
-
-	"github.com/brentnd/go-snowboy"
-	"github.com/gordonklaus/portaudio"
-)
-
-// Sound represents a sound stream implementing the io.Reader interface
-// that provides the microphone data.
-type Sound struct {
-	stream *portaudio.Stream
-	data   []int16
-}
-
-// Init initializes the Sound's PortAudio stream.
-func (s *Sound) Init() {
-	inputChannels := 1
-	outputChannels := 0
-	sampleRate := 16000
-	s.data = make([]int16, 1024)
-
-	// initialize the audio recording interface
-	err := portaudio.Initialize()
-	if err != nil {
-		fmt.Errorf("Error initialize audio interface: %s", err)
-		return
-	}
-
-	// open the sound input stream for the microphone
-	stream, err := portaudio.OpenDefaultStream(inputChannels, outputChannels, float64(sampleRate), len(s.data), s.data)
-	if err != nil {
-		fmt.Errorf("Error open default audio stream: %s", err)
-		return
-	}
-
-	err = stream.Start()
-	if err != nil {
-		fmt.Errorf("Error on stream start: %s", err)
-		return
-	}
-
-	s.stream = stream
-}
-
-// Close closes down the Sound's PortAudio connection.
-func (s *Sound) Close() {
-	s.stream.Close()
-	portaudio.Terminate()
-}
-
-// Read is the Sound's implementation of the io.Reader interface.
-func (s *Sound) Read(p []byte) (int, error) {
-	s.stream.Read()
-
-	buf := &bytes.Buffer{}
-	for _, v := range s.data {
-		binary.Write(buf, binary.LittleEndian, v)
-	}
-
-	copy(p, buf.Bytes())
-	return len(p), nil
-}
-
-func main() {
-	resources := flag.String("r", "", "path to the .res file")
-	models := flag.String("ms", "", "comma delimited path to the .?mdl file/output")
-	sensitivity := flag.Float64("s", 0.45, "0..1")
-	quiet := flag.Bool("q", false, "emit '1' on detect else silent")
-	flag.Parse()
-
-	if *resources == "" || *models == "" {
-		panic("all flags must be set")
-	}
-
-	// open the mic
-	mic := &Sound{}
-	mic.Init()
-	defer mic.Close()
-
-	// open the snowboy detector
-	d := snowboy.NewDetector(*resources)
-	defer d.Close()
-
-	// set the handlers
-	for _, modelStrC := range strings.Split(*models, ",") {
-		modelStr := modelStrC
-		d.HandleFunc(snowboy.NewHotword(path.Dir(modelStr), float32(*sensitivity)), func(string) {
-			if !*quiet {
-				log.Println(path.Base(modelStr))
-			}
-			fmt.Println(path.Base(modelStr))
-		})
-	}
-
-	d.HandleSilenceFunc(1*time.Second, func(string) {
-		if !*quiet {
-			log.Println("...")
-		}
-	})
-
-	// display the detector's expected audio format
-	sr, nc, bd := d.AudioFormat()
-	log.Printf("sample rate=%d, num channels=%d, bit depth=%d\n", sr, nc, bd)
-
-	// start detecting using the microphone
-	d.ReadAndDetect(mic)
-}

snowboy-2022/pyautogui.sh

@@ -1,82 +0,0 @@
-#! /bin/bash
-
-main() {
-   cleanup() {
-      killall -9 $(jobs -p)
-      killall snowboy
-   }
-   trap cleanup EXIT
-
-   if [ ! -e /tmp/stt.fifo ]; then
-      mkfifo /tmp/stt.fifo
-   fi
-
-   echo starting in
-   for ((i=2; i>0; i--)); do
-      echo "...$i..."
-      sleep 1
-   done
-
-   local models=($(
-      cat pyautogui.yaml \
-         | gojq -r -c --yaml-input '
-            to_entries[] | "model/"+.key+".pmdl/"+.key
-         ' \
-      | tr '\n' ',' \
-      | sed 's/,$//'
-   ))
-   echo models=$models
-
-   ./snowboy -r resources.res -ms $models "$@" > /tmp/stt.fifo &
-
-   python3 -c '
-import pyautogui
-import time
-
-keys = set()
-
-def toggle(key):
-   global keys
-   if key in keys:
-      release(key)
-   else:
-      hold(key)
-
-def hold(key):
-   global keys
-   for keyin in [todrop for todrop in keys]:
-      if keyin != key:
-         release(keyin)
-   keys = set()
-   keys.add(key)
-   print()
-   print("pressing", key)
-   print()
-   pyautogui.keyDown(key)
-
-def release(key):
-   print()
-   print("releasing", key)
-   print()
-   pyautogui.keyUp(key)
-
-def main():
-   with open("/tmp/stt.fifo", "r") as q:
-      for line in q:
-         handle(line.strip())
-
-import yaml
-mapping = yaml.safe_load(open("./pyautogui.yaml", "r"))
-print(mapping)
-
-def handle(cmd):
-   global mapping
-   hold(mapping.get(cmd))
-
-main()
-   '
-}
-
-if [ "$0" == "$BASH_SOURCE" ]; then
-   main "$@"
-fi

snowboy-2022/pyautogui.yaml

@@ -1,5 +0,0 @@
-up: w
-down: s
-left: a
-right: d
-jump: w

whisper-2023/hotwords.py

@@ -1,304 +0,0 @@
-import speech_recognition as sr
-import time
-import threading
-import queue
-import signal
-import sys
-import os
-import requests
-import yaml
-
-def log(*args):
-   print(">", *args, file=sys.stderr)
-
-class Piper(threading.Thread):
-   def __init__(self, inq, outq):
-      threading.Thread.__init__(self)
-      self.inq = inq
-      self.outq = outq
-
-   def run(self):
-      while True:
-         got = self.inq.get()
-         if got is None:
-            break
-         self._run(got)
-      self.outq.put(None)
-
-class Manager(threading.Thread):
-   def __init__(self, outq):
-      threading.Thread.__init__(self)
-      self.outq = outq
-      inq = queue.Queue()
-      def catcher(sig, frame):
-         inq.put(None)
-      self.inq = inq
-      signal.signal(signal.SIGINT, catcher)
-
-   def run(self):
-      log("Manager.run: start")
-      self.inq.get()
-      self.outq.put(None)
-      log("Manager.run: stop")
-
-class Reader(threading.Thread):
-   def __init__(self, inq, outq):
-      threading.Thread.__init__(self)
-      self.name = os.environ.get("MIC_NAME", "pulse_monitor")
-      if not self.name:
-         for index, name in enumerate(sr.Microphone.list_microphone_names()):
-             print("[{0}] Microphone with name \"{1}\" found for `Microphone(device_index={0})`".format(index, name))
-         exit()
-      self.inq = inq
-      self.outq = outq
-
-   def run(self):
-      log("Reader.run: start")
-      try:
-         idx = [
-            idx for idx,v in enumerate(
-               sr.Microphone.list_microphone_names(),
-            ) if v in self.name.split(",")
-         ][0]
-         with sr.Microphone(device_index=idx) as mic:
-            while not self.should_stop():
-               try:
-                  self.outq.put(self._run(mic))
-               except Exception as e:
-                  if not "timed out" in str(e):
-                     log("Reader.run: error:", e)
-      except Exception as e:
-         log("Reader.run panic:", e)
-         log("microphones:", sr.Microphone.list_microphone_names())
-      finally:
-         self.outq.put(None)
-      log("Reader.run: stop")
-
-   def should_stop(self):
-      return not self.inq.empty()
-
-   def _run(self, mic):
-      mic_timeout = int(os.environ.get("MIC_TIMEOUT", 5))
-      r = sr.Recognizer()
-      return r.listen(
-         mic,
-         timeout=mic_timeout,
-         phrase_time_limit=mic_timeout,
-      )
-
-class Parser(threading.Thread):
-   def __init__(self, inq, outq):
-      threading.Thread.__init__(self)
-      self.inq = inq
-      self.outq = outq
-
-   def run(self):
-      log("Parser.run: start")
-      while True:
-         try:
-            clip = self.inq.get()
-            backlog = self.inq.qsize()
-            if backlog:
-               log("Parser.run backlog", backlog)
-            if clip is None:
-               break
-            self.outq.put(self._run(clip).strip())
-         except Exception as e:
-            log("Parser.run: error:", e)
-      self.outq.put(None)
-      log("Parser.run: stop")
-
-   def _run(self, clip):
-      r = sr.Recognizer()
-      return r.recognize_whisper(clip, language="english", model=os.environ.get("MODEL", "small.en")) # tiny.en=32x, base.en=16x, small.en=6x, medium.en=x2
-
-def load_dot_notation(v, s):
-   items = s.replace("[]", ".[]").split(".")
-   return _load_dot_notation(v, items)
-
-def _load_dot_notation(v, items):
-   for i in range(len(items)):
-      k = items[i]
-      if not k:
-         continue
-      if k == "[]":
-         if isinstance(v, list):
-            result = []
-            for j in v:
-               subresult = _load_dot_notation(j, items[i+1:])
-               if isinstance(subresult, list):
-                  result.extend(subresult)
-               else:
-                  result.append(subresult)
-            return result
-         else:
-            result = []
-            for j in v.values():
-               subresult = _load_dot_notation(j, items[i+1:])
-               if isinstance(subresult, list):
-                  result.extend(subresult)
-               else:
-                  result.append(subresult)
-            return result
-      else:
-         if isinstance(v, list):
-            v = v[int(k)]
-         else:
-            v = v[k]
-   return v
-
-def test_load_dot_notation():
-   for i in [
-      "a" == load_dot_notation("a", "."),
-      ["a"] == load_dot_notation(["a"], "."),
-      "b" == load_dot_notation({"a":"b"}, ".a"),
-      "c" == load_dot_notation({"a":{"b":"c"}}, ".a.b"),
-      "c" == load_dot_notation({"a":{"b":["c"]}}, ".a.b.0"),
-      ["c","d"] == load_dot_notation({"a":{"b":"c"}, "a2":{"b":"d"}}, ".[].b"),
-      ["c","d"] == load_dot_notation({"a":{"b":["c"], "b2":["d"]}}, ".a.[].0"),
-      ["c","d"] == load_dot_notation({"a":{"b":["c"], "b2":["d"]}}, ".a[].0"),
-      ["c","d"] == load_dot_notation(["c", "d"], "."),
-      ["c","d"] == load_dot_notation(["c", "d"], "[]"),
-   ]:
-      if not i:
-         raise Exception(i)
-test_load_dot_notation()
-
-class Reactor(threading.Thread):
-   def __init__(self, inq, outq):
-      threading.Thread.__init__(self)
-      self.inq = inq
-      self.outq = outq
-      self.load_hotwords = Reactor.new_load_hotwords()
-      log(f"hotwords: {self.load_hotwords()}")
-
-   def new_load_hotwords():
-      p = os.environ.get("HOTWORDS", None)
-      if not p:
-         def load_nothing():
-            return []
-         return load_nothing
-
-      try:
-         if "@" in p:
-            def load_hotwords_in_yaml_file():
-               with open(p.split("@")[0], "r") as f:
-                  v = yaml.safe_load(f)
-                  v = load_dot_notation(v, p.split("@")[-1])
-                  return ["".join(i.strip().lower().split()) for i in v if i]
-            load_hotwords_in_yaml_file()
-            return load_hotwords_in_yaml_file
-         else:
-            def load_hotwords_in_file():
-               with open(p, "r") as f:
-                  return ["".join(i.strip().lower().split()) for i in f.readlines()]
-            load_hotwords_in_file()
-            return load_hotwords_in_file
-      except Exception as e:
-         log(f"$HOTWORDS {p} is not a file: {e}")
-
-      hotwords = ["".join(i.lower().strip().split()) for i in p.split("\/\/")]
-      log(f'$HOTWORDS: {hotwords}')
-      def load_hotwords_as_literal():
-         return hotwords
-      return load_hotwords_as_literal
-
-   def run(self):
-      log("Reactor.run: start")
-      while True:
-         text = self.inq.get()
-         if text is None:
-            break
-         self.handle(text)
-      self.outq.put(None)
-      log("Reactor.run: stop")
-
-   def handle(self, text):
-      hotwords = self.load_hotwords()
-      if os.environ.get("DEBUG", None):
-         log(f"seeking {hotwords} in {text}")
-      if not hotwords:
-         if not os.environ.get("HOTWORDS", None):
-            print(text)
-         else:
-            log(text)
-         return
-      cleantext = "".join([i for i in "".join(text.lower().split()) if i.isalpha()])
-      for i in hotwords:
-         if i in cleantext:
-            #log(f"Reactor.handle: found hotword '{i}' in '{text}' as '{cleantext}'")
-            self.outq.put((i, text))
-
-class Actor(threading.Thread):
-   def __init__(self, inq):
-      threading.Thread.__init__(self)
-      self.inq = inq
-      self.handle = self.handle_stderr
-      if os.environ.get("STDOUT", "") == "true":
-         self.handle = self.handle_stdout
-      elif os.environ.get("SIGUSR2", ""):
-         self.pid = int(environ["SIGUSR2"])
-         self.handle = self.handle_signal
-      elif os.environ.get("URL", ""):
-         self.url = environ["URL"]
-         self.handle = self.handle_url
-         self.headers = [i.split("=")[:2] for i in os.environ.get("HEADERS", "").split("//") if i]
-         self.body = os.environ.get("BODY", '{"hotword":"{{hotword}}","context":"{{context}}"}')
-         log(self.headers)
-
-   def run(self):
-      log("Actor.run: start")
-      while True:
-         got = self.inq.get()
-         if got is None:
-            break
-         self.handle(got[0], got[1])
-      log("Actor.run: stop")
-
-   def handle_stderr(self, hotword, context):
-      log(f"'{hotword}' in '{context}'")
-
-   def handle_stdout(self, hotword, context):
-      log(context)
-      print(hotword)
-
-   def handle_signal(self, hotword, context):
-      self.handle_stderr(hotword, context)
-      os.kill(self.pid, signal.SIGUSR2)
-
-   def handle_url(self, hotword, context):
-      self.handle_stderr(hotword, context)
-      try:
-         headers = {}
-         for i in self.headers:
-            key = i[0]
-            value = i[1]
-            value = value.replace("{{hotword}}", hotword)
-            value = value.replace("{{context}}", context)
-            headers[key] = value
-         body = self.body
-         body = body.replace("{{hotword}}", hotword)
-         body = body.replace("{{context}}", context)
-         if os.environ.get("DEBUG", "") :
-            log("POST", self.url, headers, body)
-         requests.post(self.url, headers=headers, data=body)
-      except Exception as e:
-         log("Actor.handle_url:", e)
-
-def main():
-   managerToParserQ = queue.Queue(maxsize=1)
-   readerToParserQ = queue.Queue(maxsize=10)
-   parserToReactorQ = queue.Queue(maxsize=10)
-   reactorToActorQ = queue.Queue(maxsize=10)
-   threads = [
-      Manager(managerToParserQ),
-      Reader(managerToParserQ, readerToParserQ),
-      Parser(readerToParserQ, parserToReactorQ),
-      Reactor(parserToReactorQ, reactorToActorQ),
-      Actor(reactorToActorQ),
-   ]
-   [t.start() for t in threads]
-   [t.join() for t in threads]
-
-if __name__ == "__main__":
-   main()

whisper-2023/install.sh

@@ -1,7 +0,0 @@
-#! /bin/bash
-
-sudo apt install portaudio19-dev python3-pyaudio
-python3 -m pip install git+https://github.com/openai/whisper.git soundfile PyAudio SpeechRecognition
-
-#sudo apt-get install python3 python3-all-dev python3-pip build-essential swig git libpulse-dev libasound2-dev
-#python3 -m pip install pocketsphinx

whisper-cpp-2023/Dockerfile

@@ -1,20 +0,0 @@
-FROM debian:buster as builder
-
-RUN apt -y update && apt -y install build-essential wget ffmpeg
-
-WORKDIR /tmp/whisper-cpp.git.d
-RUN wget https://github.com/ggerganov/whisper.cpp/archive/refs/tags/v1.2.1.tar.gz \
-   && tar -xf ./*.tar.gz \
-   && mv ./whisper*/ ./git.d
-WORKDIR /tmp/whisper-cpp.git.d/git.d
-RUN make && make samples
-
-FROM debian:buster
-RUN apt -y update && apt -y install curl
-COPY --from=builder /tmp/whisper-cpp.git.d/git.d/ /whisper-cpp.git.d/
-WORKDIR /whisper.d
-RUN bash /whisper-cpp.git.d/models/download-ggml-model.sh tiny.en
-
-ENTRYPOINT []
-CMD /whisper-cpp.git.d/main -m /whisper-cpp.git.d/models/ggml-tiny.en.bin -f /whisper-cpp.git.d/samples/gb1.wav -t 4
-

whisper-cpp-2023/c-whisper

@@ -1 +0,0 @@
-git.d/main

whisper-cpp-2023/compare.md

@@ -1,14 +0,0 @@
-# git.d/samples/mm0.wav (30s)
-
-| model | threads | rust          | c           |
-| ----- | ------- | ------------- | ----------- |
-| tiny  | 1       | 4.4s@122%     | 4.9s@125%   |
-| tiny  | 2       | 2.7s@210%     | 3.3s@190%   |
-| tiny  | 4       | 2.0s@-        | 2.9s@400%   |
-| tiny  | 8       | 2.0s@-        | 3.1s@700%   |
-| small | 1       | 23.9s@175%    | 28.5s@205%  |
-| small | 2       | 14.9s@347%    | 19.2s@330%  |
-| small | 4       | 12.3s@515%    | 22.1s@530%  |
-| base  | 1       | 8.7s@150%     | 10.2s@155%  |
-| base  | 2       | 5.1s@240%     | 7.1s@270%   |
-| base  | 4       | 3.8s@370%     | 6.0s@430%   |

whisper-cpp-2023/compare.sh

@@ -1,7 +0,0 @@
-export P=${1:-1}
-export MODEL=${2:-models/ggml-tiny.en.bin}
-export WAV=${3:-git.d/samples/jfk.wav}
-echo === RUST
-time rust-whisper 2>&1 | grep -v ^whisper_ | grep ..
-echo === C
-time ./c-whisper -m $MODEL -f $WAV -t $P 2>&1 | grep -v ^whisper_ | grep -v ^system_info | grep -v ^main: | grep ..

whisper-cpp-2023/libwhisper.a

@@ -1 +0,0 @@
-git.d/libwhisper.a

whisper-cpp-2023/models

@@ -1 +0,0 @@
-git.d/models

whisper-cpp-2023/native.sh

@@ -1,24 +0,0 @@
-#! /bin/bash
-
-if [ ! -d ./git.d/.git ]; then
-   git clone https://github.com/ggerganov/whisper.cpp.git git.d
-fi
-
-cd ./git.d
-if [ ! -f ./samples/gb1.wav ]; then
-   make samples
-fi
-if [ ! -f ./main ]; then
-   make
-fi
-if [ ! -f ./stream ]; then
-   make stream
-fi
-if [ ! -f ./models/ggml-${MODEL:-tiny.en}.bin ]; then
-   bash ./models/download-ggml-model.sh ${MODEL:-tiny.en}
-fi
-if [ -n "$STREAM" ]; then
-   ./stream -m ./models/ggml-${MODEL:-tiny.en}.bin -t 8 --step 500 --length ${MIC_TIMEOUT:-2}000 $(test -n "$MIC_ID" && echo -c "$MIC_ID")
-else
-   time ./main -m ./models/ggml-${MODEL:-tiny.en}.bin -f ./samples/gb1.wav -t 4
-fi

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whisper-cpp-2023/rust.d/src/main.rs

@@ -1,37 +0,0 @@
-use whisper_rs::{WhisperContext, FullParams, SamplingStrategy};
-
-fn main() {
-   let mut ctx = WhisperContext::new(
-      &std::env::var("MODEL").unwrap_or(String::from("../models/ggml-tiny.en.bin"))
-   ).expect("failed to load model");
-
-   // create a params object
-   let mut params = FullParams::new(SamplingStrategy::Greedy { best_of: 0 });
-   params.set_n_threads(
-      std::env::var("P").unwrap_or(String::from("1")).parse::<i32>().expect("$P must be a number")
-   );
-   params.set_translate(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 (header, data) = wav::read(&mut std::fs::File::open(
-      &std::env::var("WAV").unwrap_or(String::from("../git.d/samples/jfk.wav"))
-   ).expect("failed to open .wav")).expect("failed to decode .wav");
-   assert!(header.channel_count == 1);
-   assert!(header.sampling_rate == 16000);
-   let data16 = data.as_sixteen().expect("wav is not 32bit floats");
-   let audio_data = &whisper_rs::convert_integer_to_float_audio(&data16);
-
-   ctx.full(params, &audio_data[..])
-      .expect("failed to run model");
-
-   let num_segments = ctx.full_n_segments();
-   for i in 0..num_segments {
-      let segment = ctx.full_get_segment_text(i).expect("failed to get segment");
-      print!("{} ", segment);
-   }
-   println!("");
-}

whisper-cpp-2023/whisper.h

@@ -1 +0,0 @@
-git.d/whisper.h