Merge remote-tracking branch 'origin/master'

src/whisper_params.rs

@@ -2,6 +2,7 @@ use std::ffi::{c_float, c_int, CString};
 use std::marker::PhantomData;
 use whisper_rs_sys::whisper_token;
 
+#[derive(Debug, Clone)]
 pub enum SamplingStrategy {
     Greedy {
         best_of: c_int,

src/whisper_state.rs

@@ -268,38 +268,21 @@ impl<'a> WhisperState<'a> {
     }
 
     // logit functions
-    /// Get the logits obtained from the last call to [WhisperContext::decode].
-    /// The logits for the last token are stored in the last row of the matrix.
-    ///
-    /// Note: this function may be somewhat expensive depending on the size of the matrix returned, as it
-    /// needs to be rebuilt from the raw data. Try to avoid calling it more than once if possible.
-    ///
-    /// # Arguments
-    /// * segment: The segment to fetch data for.
+    /// Gets logits obtained from the last call to [WhisperContext::decode].
+    /// As of whisper.cpp 1.4.1, only a single row of logits is available, corresponding to the last token in the input.
     ///
     /// # Returns
-    /// 2D matrix of logits. Row count is equal to n_tokens, column count is equal to n_vocab.
+    /// A slice of logits with length equal to n_vocab.
     ///
     /// # C++ equivalent
     /// `float * whisper_get_logits(struct whisper_context * ctx)`
-    pub fn get_logits(&self, segment: c_int) -> Result<Vec<Vec<f32>>, WhisperError> {
+    pub fn get_logits(&self) -> Result<&[f32], WhisperError> {
         let ret = unsafe { whisper_rs_sys::whisper_get_logits_from_state(self.ptr) };
         if ret.is_null() {
             return Err(WhisperError::NullPointer);
         }
-        let mut logits = Vec::new();
         let n_vocab = self.n_vocab();
-        let n_tokens = self.full_n_tokens(segment)?;
-        for i in 0..n_tokens {
-            let mut row = Vec::new();
-            for j in 0..n_vocab {
-                let idx = (i * n_vocab) + j;
-                let val = unsafe { *ret.offset(idx as isize) };
-                row.push(val);
-            }
-            logits.push(row);
-        }
-        Ok(logits)
+        Ok(unsafe { std::slice::from_raw_parts(ret, n_vocab as usize) })
     }
 
     // model attributes

sys/build.rs

@@ -80,6 +80,7 @@ fn main() {
         .arg("-DWHISPER_BUILD_TESTS=OFF")
         .arg("-DWHISPER_BUILD_EXAMPLES=OFF")
         .arg("-DWHISPER_COREML=1")
+        .arg("-DWHISPER_COREML_ALLOW_FALLBACK=1")
         .status()
         .expect("Failed to generate build script");